Generates small area estimates by domain and/or tree domain (and estimation unit).
modSAarea(
SApopdatlst = NULL,
prednames = NULL,
SApackage = "JoSAE",
SAmethod = "area",
largebnd.unique = NULL,
landarea = "FOREST",
pcfilter = NULL,
rowvar = NULL,
modelselect = FALSE,
prior = function(x) 1/(sqrt(x) * (1 + x)),
na.fill = "NONE",
savedata = FALSE,
savesteps = FALSE,
multest = TRUE,
addSAdomsdf = TRUE,
SAdomvars = NULL,
savemultest = FALSE,
returntitle = FALSE,
table_opts = NULL,
title_opts = NULL,
savedata_opts = NULL,
multest_opts = NULL,
save4testing = FALSE,
gui = FALSE,
...
)Arguments
- SApopdatlst
List. List of population data objects returned from modSApop().
- prednames
String vector. Name(s) of predictor variables to use in model.
- SApackage
String. Small area package to use ('JoSAE', 'sae', 'hbsae')
- SAmethod
String. Small area method to use ('unit', 'area')
- largebnd.unique
String. Name of the large boundary unique identifer to define plots within a model extent. If NULL, all plots are used for model extent.
- landarea
String. The sample area filter for estimates ('ALL', 'FOREST', 'TIMBERLAND'). If landarea=FOREST, filtered to COND_STATUS_CD = 1; If landarea=TIMBERLAND, filtered to SITECLCD in(1:6) and RESERVCD = 0.
- pcfilter
String. A filter for plot or cond attributes (including pltassgn). Must be R logical syntax.
- rowvar
String. Name of the row domain variable in cond or tree. If only one domain, rowvar = domain variable. If more than one domain, include colvar. If no domain, rowvar = NULL.
- modelselect
Logical. If TRUE, selects useful predictors using mase:ElasticNet.
- prior
Function. A prior function to use for hbsae models.
- na.fill
String. An estimate to fill in for NA values (i.e., when model is unstable or no predictors are selected). Choose from the following list that does not include SApackage used ('NONE', 'DIR', 'JoSAE', 'sae', 'hbsae'). DIR is suggested value for no NA values.
- savedata
Logical. If TRUE, saves table(s) to outfolder.
- savesteps
Logical. Saves graphs of predictors and response with labels whether selected or not for both area- and unit-level models.
- multest
Logical. If TRUE, returns a data frame of SA estimates using both unit-level and area-level estimates.
- addSAdomsdf
Logical. If TRUE, appends SAdomdf to unit.multest table for output.
- SAdomvars
String vector. List of attributes from SAdoms to include in multest output.
- savemultest
Logical. If TRUE, save table with area- and unit-level estimates.
- returntitle
Logical. If TRUE, returns title(s) of the estimation table(s).
- table_opts
List. See help(table_options()) for a list of options.
- title_opts
List. See help(title_options()) for a list of options.
- savedata_opts
List. See help(savedata_options()) for a list of options. Only used when savedata = TRUE.
- multest_opts
List. See help(multest_options()) for a list of options. Only used when multest = TRUE.
- save4testing
Logical. If TRUE, saves intermediate steps as R objects to outfolder for testing (pdomdat, dunitlut).
- gui
Logical. If gui, user is prompted for parameters.
- ...
Parameters for modSApop if SApopdat is NULL.
Value
- est
Data frame. Tree estimates and percent sampling error by domain. Estimates are based on the SApackage and SAmethod parameters defined.
- titlelst
List. List of titles used for table output.
- raw
List of raw data. If rawdata=TRUE, a list including raw data components used for calculating estimate.
- dunit.multest
Data frame. Table comparing different estimation strategies for SAE.
Raw data
- domdat
Data frame. Domain-level data used for estimation.
- dunit.totest
String. Table of estimates, including more details.
Details
If variables are NULL, then it will prompt user to input variables.
Necessary variables:
| Data | Variable | Description | |
| tree | tuniqueid | Unique identifier for each plot, to link to pltstrat (e.g., PLT_CN). | |
| CONDID | Unique identifier of each condition on plot, to link to cond. Set CONDID=1, if only 1 condition per plot. | ||
| TPA_UNADJ | Number of trees per acre each sample tree represents (ex. DESIGNCD=1: TPA_UNADJ=6.018046 for trees on subplot; 74.965282 for trees on microplot). | ||
| cond | cuniqueid | Unique identifier for each plot, to link to pltstrat (ex. PLT_CN). | |
| CONDID | Unique identifier of each condition on plot. Set CONDID=1, if only 1 condition per plot. | ||
| CONDPROP_UNADJ | Unadjusted proportion of condition on each plot. Set CONDPROP_UNADJ=1, if only 1 condition per plot. | ||
| COND_STATUS_CD | Status of each forested condition on plot (i.e. accessible forest, nonforest, water, etc.) | ||
| NF_COND_STATUS_CD | If ACI=TRUE. Status of each nonforest condition on plot (i.e. accessible nonforest, nonsampled nonforest) | ||
| SITECLCD | If landarea=TIMBERLAND. Measure of site productivity. | ||
| RESERVCD | If landarea=TIMBERLAND. Reserved status. | ||
| SUBPROP_UNADJ | Unadjusted proportion of subplot conditions on each plot. Set SUBPROP_UNADJ=1, if only 1 condition per subplot. | ||
| MICRPROP_UNADJ | If microplot tree attributes. Unadjusted proportion of microplot conditions on each plot. Set MICRPROP_UNADJ=1, if only 1 condition per microplot. | ||
| MACRPROP_UNADJ | If macroplot tree attributes. Unadjusted proportion of macroplot conditions on each plot. Set MACRPROP_UNADJ=1, if only 1 condition per macroplot. | ||
| pltassign | puniqueid | Unique identifier for each plot, to link to cond (ex. CN). | |
| STATECD | Identifies state each plot is located in. | ||
| INVYR | Identifies inventory year of each plot. | ||
| PLOT_STATUS_CD | Status of each plot (i.e. sampled, nonsampled). If not included, all plots are assumed as sampled. |
Reference names are available for the following variables:
ADFORCD,
AGENTCD, CCLCD, DECAYCD, DSTRBCD, KINDCD, OWNCD, OWNGRPCD, FORTYPCD,
FLDTYPCD, FORTYPCDCALC, TYPGRPCD, FORINDCD, RESERVCD, LANDCLCD, STDSZCD,
FLDSZCD, PHYSCLCD, MIST_CL_CD, PLOT_STATUS_CD, STATECD, TREECLCD, TRTCD,
SPCD, SPGRPCD
Note
ADJUSTMENT FACTOR:
The adjustment factor is necessary to account for
nonsampled conditions. For model-based estimation, we calculate adjustment
factors by plot.
It is calculated by dividing 1 / summed condition proportions by plot. An adjustment factor is determined for each tree based on the size of the plot it was measured on. This is identified using TPA_UNADJ as follows:
| PLOT SIZE | TPA_UNADJ | |
| SUBPLOT | 6.018046 | |
| MICROPLOT | 74.965282 | |
| MACROPLOT | 0.999188 |
If ACI=FALSE, only nonsampled forest conditions are accounted for in the
adjustment factor.
If ACI=TRUE, the nonsampled nonforest conditions are
removed as well and accounted for in adjustment factor. This is if you are
interested in estimates for all lands or nonforest lands in the
All-Condition-Inventory.
References
Breidenbach, J. 2018. JoSAE: Unit-Level and Area-Level Small Area Estimation. R package version 0.3.0. https://CRAN.R-project.org/package=JoSAE.
Molina I, Marhuenda Y. 2015. sae: An R Package for Small Area Estimation. The R Journal 7(1), 81-98. https://journal.r-project.org/archive/2015/RJ-2015-007/RJ-2015-007.
Examples
# \donttest{
# Set up population dataset (see ?modSApop() for more information)
SApopdat <- modSApop(popTabs = list(tree = FIESTA::WYtree,
cond = FIESTA::WYcond),
pltassgn = FIESTA::WYpltassgn,
pltassgnid = "CN",
dunitarea = FIESTA::WYunitarea,
dunitvar = "ESTN_UNIT",
dunitzonal = FIESTA::WYunitzonal,
prednames = c("dem", "tcc", "tpi", "tnt"),
predfac = "tnt")
#> For FIA estimation, adjustment factors are calculated to account for plots with partial nonresponse.
#> ...there are 14 nonsampled forest conditions in the dataset.
#> COND_STATUS_CD != 5
#> filter removed 14 records: COND_STATUS_CD != 5
# Fit a unit level EBLUP with `JoSAE`
modSAarea(SApopdatlst = SApopdat,
SApackage = "JoSAE",
SAmethod = "unit")
#> generating estimates for... SApopdat
#> need to add SAdomsdf when addSAdomsdf = TRUE
#> COND_STATUS_CD == 1
#> filter removed 2620 records: COND_STATUS_CD == 1
#> COND_STATUS_CD == 1
#> getting estimates for AREA_ADJ...
#> using the following predictors...dem, tcc, tpi, tnt2
#> using following predictors for unit-level models...dem, tcc, tpi, tnt2
#> REML estimate of variance ratio: 0.03714
#> numerical integration of f(x): 7.289 with absolute error < 3.3e-09
#> numerical integration of x*f(x): 0.319 with absolute error < 3.4e-10
#> posterior mean for variance ratio: 0.04376
#> using following predictors for area-level models...dem, tcc, tpi, tnt2
#>
#>
#> there was an error in area-level hbsae model
#> getting output...
#> $est
#> Key: <DOMAIN>
#> DOMAIN Estimate Percent Sampling Error
#> <char> <num> <num>
#> 1: 1 550923.0 9.65
#> 2: 11 538355.0 8.93
#> 3: 13 1009312.1 8.03
#> 4: 15 33100.7 107.23
#> 5: 17 159658.4 21.39
#> 6: 19 368559.6 14.38
#> 7: 21 60257.6 66.14
#> 8: 23 756208.3 6.70
#> 9: 25 148664.3 40.08
#> 10: 27 38669.0 103.37
#> 11: 29 1898466.8 3.76
#> 12: 3 268207.6 16.49
#> 13: 31 145677.5 24.32
#> 14: 33 355915.3 10.71
#> 15: 35 779230.4 7.32
#> 16: 37 205625.9 42.02
#> 17: 39 1775152.9 3.26
#> 18: 41 154509.5 23.22
#> 19: 43 119066.0 31.25
#> 20: 45 132817.0 28.46
#> 21: 5 204220.5 27.72
#> 22: 7 733784.8 10.46
#> 23: 9 302953.9 17.48
#> DOMAIN Estimate Percent Sampling Error
#>
#> $raw
#> $raw$dunit_totest
#> DOMAIN nhat nhat.se NBRPLT.gt0 estimator AREAUSED nhat.var
#> 1 1 0.19978256 0.01928174 24 JU.EBLUP 2757613 0.0003717854
#> 2 11 0.29304230 0.02617102 26 JU.EBLUP 1837124 0.0006849221
#> 3 13 0.17020188 0.01367183 53 JU.EBLUP 5930088 0.0001869190
#> 4 15 0.02317035 0.02484637 2 JU.EBLUP 1428579 0.0006173423
#> 5 17 0.12434753 0.02660171 8 JU.EBLUP 1283969 0.0007076511
#> 6 19 0.13794419 0.01983241 22 JU.EBLUP 2671802 0.0003933246
#> 7 21 0.03503196 0.02317165 2 JU.EBLUP 1720074 0.0005369255
#> 8 23 0.28896508 0.01935934 38 JU.EBLUP 2616954 0.0003747840
#> 9 25 0.04321077 0.01732009 7 JU.EBLUP 3440445 0.0002999854
#> 10 27 0.02299194 0.02376587 2 JU.EBLUP 1681849 0.0005648164
#> 11 29 0.42568181 0.01599961 99 JU.EBLUP 4459826 0.0002559876
#> 12 3 0.13266251 0.02186959 12 JU.EBLUP 2021729 0.0004782790
#> 13 31 0.10783186 0.02622727 8 JU.EBLUP 1350969 0.0006878699
#> 14 33 0.22006510 0.02357253 20 JU.EBLUP 1617318 0.0005556640
#> 15 35 0.24668502 0.01804934 44 JU.EBLUP 3158807 0.0003257787
#> 16 37 0.03062499 0.01286820 9 JU.EBLUP 6714319 0.0001655904
#> 17 39 0.65699175 0.02138925 94 JU.EBLUP 2701941 0.0004574998
#> 18 41 0.11564789 0.02685386 6 JU.EBLUP 1336034 0.0007211297
#> 19 43 0.08295247 0.02592336 4 JU.EBLUP 1435352 0.0006720205
#> 20 45 0.08646723 0.02460521 8 JU.EBLUP 1536038 0.0006054165
#> 21 5 0.06645666 0.01842433 14 JU.EBLUP 3072988 0.0003394561
#> 22 7 0.14396521 0.01505750 36 JU.EBLUP 5096959 0.0002267282
#> 23 9 0.11098622 0.01940583 18 JU.EBLUP 2729653 0.0003765863
#> est est.var est.se est.cv pse CI99left CI99right
#> 1 550922.97 2827215717 53171.57 0.09651362 9.651362 413962.09 687883.9
#> 2 538355.04 2311629073 48079.40 0.08930799 8.930799 414510.70 662199.4
#> 3 1009312.14 6573181283 81075.16 0.08032714 8.032714 800476.37 1218147.9
#> 4 33100.67 1259895509 35495.01 1.07233485 107.233485 0.00 124529.8
#> 5 159658.38 1166616928 34155.77 0.21393036 21.393036 71678.93 247637.8
#> 6 368559.55 2807758069 52988.28 0.14377129 14.377129 232070.78 505048.3
#> 7 60257.56 1588577029 39856.96 0.66144329 66.144329 0.00 162922.3
#> 8 756208.33 2566688689 50662.50 0.06699542 6.699542 625710.38 886706.3
#> 9 148664.26 3550825201 59588.80 0.40082801 40.082801 0.00 302154.8
#> 10 38668.98 1597648736 39970.60 1.03366063 103.366063 0.00 141626.4
#> 11 1898466.79 5091604901 71355.48 0.03758585 3.758585 1714667.24 2082266.3
#> 12 268207.65 1954912085 44214.39 0.16485133 16.485133 154318.93 382096.4
#> 13 145677.51 1255443242 35432.23 0.24322378 24.322378 54410.12 236944.9
#> 14 355915.25 1453460009 38124.27 0.10711615 10.711615 257713.64 454116.9
#> 15 779230.38 3250639511 57014.38 0.07316755 7.316755 632371.07 926089.7
#> 16 205625.93 7465161555 86401.17 0.42018613 42.018613 0.00 428180.6
#> 17 1775152.93 3339970604 57792.48 0.03255634 3.255634 1626289.37 1924016.5
#> 18 154509.52 1287207106 35877.67 0.23220362 23.220362 62094.76 246924.3
#> 19 119065.99 1384520487 37209.15 0.31250858 31.250858 23221.59 214910.4
#> 20 132816.96 1428427321 37794.54 0.28456111 28.456111 35464.67 230169.2
#> 21 204220.53 3205570362 56617.76 0.27723832 27.723832 58382.85 350058.2
#> 22 733784.78 5890169024 76747.44 0.10459121 10.459121 536096.48 931473.1
#> 23 302953.88 2805946797 52971.19 0.17484902 17.484902 166509.14 439398.6
#> CI95left CI95right CI68left CI68right
#> 1 446708.61 655137.3 498046.09 603799.86
#> 2 444121.14 632588.9 490542.09 586167.98
#> 3 850407.75 1168216.5 928686.31 1089937.97
#> 4 0.00 102669.6 0.00 68398.96
#> 5 92714.29 226602.5 125691.90 193624.86
#> 6 264704.43 472414.7 315864.94 421254.17
#> 7 0.00 138375.8 20621.49 99893.62
#> 8 656911.65 855505.0 705826.61 806590.05
#> 9 31872.36 265456.2 89405.71 207922.81
#> 10 0.00 117009.9 0.00 78418.05
#> 11 1758612.61 2038321.0 1827506.76 1969426.81
#> 12 181549.04 354866.3 224238.30 312176.99
#> 13 76231.60 215123.4 110441.64 180913.37
#> 14 281193.06 430637.5 318002.27 393828.23
#> 15 667484.25 890976.5 722531.98 835928.78
#> 16 36282.76 374969.1 119703.61 291548.26
#> 17 1661881.76 1888424.1 1717680.75 1832625.12
#> 18 84190.58 224828.5 118830.68 190188.35
#> 19 46137.41 191994.6 82063.07 156068.92
#> 20 58741.02 206892.9 95231.88 170402.04
#> 21 93251.76 315189.3 147916.55 260524.50
#> 22 583362.56 884207.0 657462.68 810106.87
#> 23 199132.26 406775.5 250276.27 355631.50
#>
#> $raw$domdat
#> PLT_CN DOMAIN dem tcc tpi tnt AOI tnt2 CONDID CONDPROP_ADJ
#> 1 40404728010690 1 2372 0 10.625 2 1 1 1 1.0000000
#> 2 40404729010690 1 2382 5 0.750 2 1 1 1 1.0000000
#> 3 40404730010690 1 2274 45 -12.125 1 1 0 1 1.0000000
#> 4 40404731010690 1 2203 0 -0.125 2 1 1 1 1.0000000
#> 5 40404733010690 1 2276 0 1.250 2 1 1 1 1.0000000
#> 6 40404734010690 1 2178 0 0.125 2 1 1 1 1.0000000
#> 7 40404735010690 1 2214 0 0.875 2 1 1 1 1.0000000
#> 8 40404736010690 1 2229 0 0.750 2 1 1 1 1.0000000
#> 9 40404737010690 1 2576 16 2.500 1 1 0 1 0.7500000
#> 10 40404737010690 1 2576 16 2.500 1 1 0 2 0.2500000
#> 11 40404738010690 1 2434 27 -0.750 1 1 0 1 1.0000000
#> 12 40404739010690 1 2129 0 -0.625 2 1 1 1 1.0000000
#> 13 40404740010690 1 2261 0 1.875 2 1 1 1 1.0000000
#> 14 40404742010690 1 2202 1 -8.625 2 1 1 1 1.0000000
#> 15 40404743010690 1 2177 16 -1.125 2 1 1 1 1.0000000
#> 16 40404744010690 1 2108 0 -0.500 2 1 1 1 1.0000000
#> 17 40404745010690 1 2218 0 0.625 2 1 1 1 1.0000000
#> 18 40404746010690 1 2011 5 22.375 2 1 1 1 0.3762227
#> 19 40404746010690 1 2011 5 22.375 2 1 1 2 0.6237773
#> 20 40404747010690 1 2171 0 0.500 2 1 1 1 1.0000000
#> 21 40404748010690 1 2183 0 -1.875 2 1 1 1 1.0000000
#> 22 40404749010690 1 2125 0 3.000 2 1 1 1 1.0000000
#> 23 40404750010690 1 2078 0 1.000 2 1 1 1 1.0000000
#> 24 40404751010690 1 2181 0 0.000 2 1 1 1 1.0000000
#> 25 40404752010690 1 2142 0 -0.875 2 1 1 1 1.0000000
#> 26 40404753010690 1 2110 0 2.125 2 1 1 1 1.0000000
#> 27 40404754010690 1 2179 0 -1.500 2 1 1 1 1.0000000
#> 28 40404755010690 1 1861 19 1.875 1 1 0 1 1.0000000
#> 29 40404756010690 1 2201 0 -2.250 2 1 1 1 1.0000000
#> 30 40404757010690 1 2221 0 0.250 2 1 1 1 1.0000000
#> 31 40404758010690 1 2161 0 2.625 2 1 1 1 1.0000000
#> 32 40404759010690 1 2124 3 4.500 2 1 1 1 1.0000000
#> 33 40404760010690 1 2117 0 0.750 2 1 1 1 1.0000000
#> 34 40404761010690 1 2262 4 9.000 2 1 1 1 1.0000000
#> 35 40404762010690 1 2170 3 -4.375 2 1 1 1 1.0000000
#> 36 40404763010690 1 2071 0 -0.375 2 1 1 1 1.0000000
#> 37 40404764010690 1 2080 0 -0.625 2 1 1 1 1.0000000
#> 38 40404765010690 1 2182 1 -2.375 2 1 1 1 1.0000000
#> 39 40404766010690 1 2207 1 13.500 2 1 1 1 1.0000000
#> 40 40404768010690 1 2017 3 -0.625 2 1 1 1 1.0000000
#> 41 40404769010690 1 2098 0 1.250 2 1 1 1 1.0000000
#> 42 40404770010690 1 2123 0 0.375 2 1 1 1 1.0000000
#> 43 40404771010690 1 2184 0 -2.000 2 1 1 1 1.0000000
#> 44 40404772010690 1 2158 1 1.375 2 1 1 1 1.0000000
#> 45 40404773010690 1 1861 0 -6.875 2 1 1 1 1.0000000
#> 46 40404774010690 1 2092 0 -1.000 2 1 1 1 1.0000000
#> 47 40404775010690 1 2081 0 -0.875 2 1 1 1 1.0000000
#> 48 40404776010690 1 2098 9 0.125 2 1 1 1 1.0000000
#> 49 40404777010690 1 2053 0 0.250 2 1 1 1 1.0000000
#> 50 40404778010690 1 2153 0 -1.875 2 1 1 1 1.0000000
#> 51 40404779010690 1 2114 0 4.250 2 1 1 1 1.0000000
#> 52 40404780010690 1 2141 0 0.000 2 1 1 1 1.0000000
#> 53 40404781010690 1 2187 0 0.750 2 1 1 1 1.0000000
#> 54 40404782010690 1 1828 0 -2.500 2 1 1 1 1.0000000
#> 55 40404783010690 1 2154 0 -0.375 2 1 1 1 1.0000000
#> 56 40404784010690 1 2091 1 -0.875 2 1 1 1 1.0000000
#> 57 40404785010690 1 2117 2 6.250 2 1 1 1 1.0000000
#> 58 40404786010690 1 2155 0 -0.625 2 1 1 1 1.0000000
#> 59 40404787010690 1 2158 0 2.625 2 1 1 1 1.0000000
#> 60 40404788010690 1 2137 12 -4.000 2 1 1 1 1.0000000
#> 61 40404789010690 1 2177 0 -1.875 2 1 1 1 1.0000000
#> 62 40404790010690 1 2149 2 -0.250 2 1 1 1 1.0000000
#> 63 40404791010690 1 2170 0 -0.375 2 1 1 1 1.0000000
#> 64 40404792010690 1 2225 5 1.500 2 1 1 1 1.0000000
#> 65 40404793010690 1 2134 14 0.500 2 1 1 1 1.0000000
#> 66 40404794010690 1 2146 0 -0.625 2 1 1 1 1.0000000
#> 67 40404795010690 1 2149 0 0.125 2 1 1 1 1.0000000
#> 68 40404796010690 1 2201 0 0.625 2 1 1 1 1.0000000
#> 69 40404798010690 1 2015 0 -4.625 2 1 1 1 1.0000000
#> 70 40404799010690 1 2213 0 -0.375 2 1 1 1 1.0000000
#> 71 40404800010690 1 2180 0 0.125 2 1 1 1 1.0000000
#> 72 40404801010690 1 2444 2 -4.125 2 1 1 1 1.0000000
#> 73 40404802010690 1 2352 1 -2.500 2 1 1 1 1.0000000
#> 74 40404803010690 1 2298 0 4.250 2 1 1 1 1.0000000
#> 75 40404804010690 1 2158 0 -0.375 2 1 1 1 1.0000000
#> 76 40404805010690 1 2452 2 0.125 2 1 1 1 1.0000000
#> 77 40404806010690 1 2319 1 -0.375 2 1 1 1 1.0000000
#> 78 40404807010690 1 2256 0 -2.625 2 1 1 1 1.0000000
#> 79 40404808010690 1 2160 4 0.000 2 1 1 1 1.0000000
#> 80 40404809010690 1 2190 0 0.750 2 1 1 1 1.0000000
#> 81 40404810010690 1 2268 9 -6.000 2 1 1 1 0.7500000
#> 82 40404810010690 1 2268 9 -6.000 2 1 1 2 0.2500000
#> 83 40404811010690 1 2184 6 0.125 2 1 1 1 1.0000000
#> 84 40404812010690 1 2171 3 0.000 2 1 1 1 1.0000000
#> 85 40404813010690 1 2181 0 0.000 2 1 1 1 1.0000000
#> 86 40404814010690 1 2229 0 -0.125 2 1 1 1 1.0000000
#> 87 40404816010690 1 2343 1 -0.375 2 1 1 1 1.0000000
#> 88 40404817010690 1 2259 1 -0.125 2 1 1 1 1.0000000
#> 89 40404818010690 1 3397 11 -7.375 2 1 1 1 1.0000000
#> 90 40404819010690 1 2190 3 -0.125 2 1 1 1 1.0000000
#> 91 40404820010690 1 2394 7 4.000 2 1 1 1 1.0000000
#> 92 40404821010690 1 3136 41 25.500 1 1 0 1 1.0000000
#> 93 40404822010690 1 3152 41 -1.000 1 1 0 1 1.0000000
#> 94 40404823010690 1 2296 2 0.000 2 1 1 1 1.0000000
#> 95 40404824010690 1 2260 12 -4.250 2 1 1 1 1.0000000
#> 96 40404825010690 1 2202 0 0.750 2 1 1 1 1.0000000
#> 97 40404826010690 1 2421 0 -0.250 2 1 1 1 1.0000000
#> 98 40404827010690 1 2904 52 -2.000 1 1 0 1 1.0000000
#> 99 40404828010690 1 2404 3 -0.500 2 1 1 1 1.0000000
#> 100 40404829010690 1 2224 0 -0.500 2 1 1 1 1.0000000
#> 101 40404830010690 1 2184 2 -0.250 2 1 1 1 1.0000000
#> 102 40404831010690 1 2462 9 8.875 2 1 1 1 1.0000000
#> 103 40404832010690 1 2334 1 4.000 2 1 1 1 1.0000000
#> 104 40404833010690 1 2414 11 0.375 2 1 1 1 1.0000000
#> 105 40404834010690 1 2210 7 0.500 1 1 0 1 1.0000000
#> 106 40404835010690 1 2266 0 0.250 2 1 1 1 1.0000000
#> 107 40404837010690 1 2925 54 -1.500 1 1 0 1 1.0000000
#> 108 40404838010690 1 2727 8 -11.125 1 1 0 1 1.0000000
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#> 2944 40407613010690 39 2807 47 4.500 1 1 0 1 0.5000000
#> 2945 40407613010690 39 2807 47 4.500 1 1 0 2 0.5000000
#> 2946 40407614010690 39 2815 58 -0.875 1 1 0 1 1.0000000
#> 2947 40407615010690 39 2509 44 6.875 1 1 0 1 1.0000000
#> 2948 40407616010690 39 2050 0 0.500 2 1 1 1 1.0000000
#> 2949 40407617010690 39 2719 45 -1.000 1 1 0 1 1.0000000
#> 2950 40407618010690 39 2767 13 7.875 2 1 1 1 1.0000000
#> 2951 40407620010690 39 2014 1 -1.000 2 1 1 1 1.0000000
#> 2952 40407621010690 39 2029 1 0.625 2 1 1 1 1.0000000
#> 2953 40407622010690 39 2285 9 -2.625 2 1 1 1 1.0000000
#> 2954 40407623010690 39 2635 60 1.000 1 1 0 1 0.7500000
#> 2955 40407623010690 39 2635 60 1.000 1 1 0 2 0.2500000
#> 2956 40407624010690 39 1917 8 -0.125 2 1 1 1 1.0000000
#> 2957 40407625010690 39 1943 11 -0.125 2 1 1 1 1.0000000
#> 2958 40407626010690 39 2749 51 -0.625 1 1 0 1 1.0000000
#> 2959 40407627010690 39 2621 60 11.500 1 1 0 1 1.0000000
#> 2960 40407628010690 39 2455 21 -11.000 2 1 1 1 1.0000000
#> 2961 40407629010690 39 2396 17 -15.500 2 1 1 1 0.7500000
#> 2962 40407629010690 39 2396 17 -15.500 2 1 1 2 0.2500000
#> 2963 40407630010690 39 1893 11 0.250 2 1 1 1 1.0000000
#> 2964 40407631010690 39 3147 6 -10.000 2 1 1 1 1.0000000
#> 2965 40407632010690 39 2883 27 9.750 1 1 0 1 0.7500000
#> 2966 40407632010690 39 2883 27 9.750 1 1 0 2 0.2500000
#> 2967 40407633010690 39 2551 25 6.625 1 1 0 1 0.5000000
#> 2968 40407633010690 39 2551 25 6.625 1 1 0 2 0.5000000
#> 2969 40407634010690 39 2739 50 20.125 1 1 0 1 1.0000000
#> 2970 40407635010690 39 2942 3 -0.500 2 1 1 1 0.7500000
#> 2971 40407635010690 39 2942 3 -0.500 2 1 1 2 0.2500000
#> 2972 40407636010690 39 2602 13 18.125 2 1 1 1 0.7500000
#> 2973 40407636010690 39 2602 13 18.125 2 1 1 2 0.2500000
#> 2974 40407637010690 39 2116 55 -13.125 1 1 0 1 1.0000000
#> 2975 40407638010690 39 2151 61 -2.625 1 1 0 1 1.0000000
#> 2976 40407639010690 39 2865 22 0.250 1 1 0 1 1.0000000
#> 2977 40407640010690 39 3050 3 0.500 2 1 1 1 1.0000000
#> 2978 40407641010690 39 2186 33 -4.375 1 1 0 1 1.0000000
#> 2979 40407642010690 39 1817 11 -0.625 2 1 1 1 1.0000000
#> 2980 40407643010690 39 2946 26 -2.250 1 1 0 1 1.0000000
#> 2981 40407644010690 39 2390 3 3.000 1 1 0 1 1.0000000
#> 2982 40407645010690 39 2731 14 6.250 2 1 1 1 1.0000000
#> 2983 40407646010690 39 2737 52 3.750 1 1 0 1 0.7500000
#> 2984 40407646010690 39 2737 52 3.750 1 1 0 2 0.2500000
#> 2985 40407647010690 39 2143 24 0.500 1 1 0 1 0.7500000
#> 2986 40407647010690 39 2143 24 0.500 1 1 0 2 0.2500000
#> 2987 40407648010690 39 2532 46 6.000 1 1 0 1 1.0000000
#> 2988 40407649010690 39 1910 43 -3.000 1 1 0 1 1.0000000
#> 2989 40407650010690 39 2361 42 -5.500 1 1 0 1 0.2500000
#> 2990 40407650010690 39 2361 42 -5.500 1 1 0 2 0.7500000
#> 2991 40407651010690 39 2449 56 -2.125 1 1 0 1 1.0000000
#> 2992 40407652010690 39 2510 62 -7.875 1 1 0 1 1.0000000
#> 2993 40407653010690 39 2501 34 5.875 1 1 0 1 1.0000000
#> 2994 40407654010690 39 2239 26 8.750 1 1 0 1 0.7500000
#> 2995 40407654010690 39 2239 26 8.750 1 1 0 2 0.2500000
#> 2996 40407655010690 39 2905 17 -15.875 1 1 0 1 1.0000000
#> 2997 40407656010690 39 3030 4 8.750 2 1 1 1 1.0000000
#> 2998 40407657010690 39 2727 33 3.250 2 1 1 1 1.0000000
#> 2999 40407658010690 39 2726 48 3.625 1 1 0 1 0.7500000
#> 3000 40407658010690 39 2726 48 3.625 1 1 0 2 0.2500000
#> 3001 40407659010690 39 2268 57 -13.000 1 1 0 1 1.0000000
#> 3002 40407660010690 39 2294 18 13.125 2 1 1 1 1.0000000
#> 3003 40407661010690 41 2353 5 -9.625 2 1 1 1 1.0000000
#> 3004 40407662010690 41 1945 1 -1.000 2 1 1 1 1.0000000
#> 3005 40407663010690 41 1971 2 1.000 2 1 1 1 1.0000000
#> 3006 40407664010690 41 2227 0 2.750 2 1 1 1 1.0000000
#> 3007 40407665010690 41 2113 0 1.875 2 1 1 1 1.0000000
#> 3008 40407666010690 41 1983 0 -2.125 2 1 1 1 1.0000000
#> 3009 40407667010690 41 2020 0 -0.125 2 1 1 1 1.0000000
#> 3010 40407668010690 41 2264 11 -1.875 2 1 1 1 1.0000000
#> 3011 40407669010690 41 2280 3 -0.500 2 1 1 1 1.0000000
#> 3012 40407671010690 41 2078 0 -0.250 2 1 1 1 1.0000000
#> 3013 40407672010690 41 2005 1 0.000 2 1 1 1 1.0000000
#> 3014 40407673010690 41 2009 0 1.375 2 1 1 1 1.0000000
#> 3015 40407674010690 41 2375 3 -3.500 2 1 1 1 1.0000000
#> 3016 40407675010690 41 2014 0 -3.500 2 1 1 1 1.0000000
#> 3017 40407676010690 41 1981 0 0.000 2 1 1 1 1.0000000
#> 3018 40407677010690 41 2089 0 -2.125 2 1 1 1 1.0000000
#> 3019 40407678010690 41 2128 0 -0.375 2 1 1 1 1.0000000
#> 3020 40407679010690 41 2130 0 -9.625 2 1 1 1 1.0000000
#> 3021 40407680010690 41 2013 2 0.000 2 1 1 1 1.0000000
#> 3022 40407681010690 41 2118 0 -7.375 2 1 1 1 1.0000000
#> 3023 40407682010690 41 2079 0 -1.375 2 1 1 1 1.0000000
#> 3024 40407683010690 41 2134 0 0.125 2 1 1 1 1.0000000
#> 3025 40407684010690 41 2028 3 -0.375 2 1 1 1 1.0000000
#> 3026 40407685010690 41 2117 0 -0.250 2 1 1 1 1.0000000
#> 3027 40407686010690 41 2294 0 2.125 2 1 1 1 0.5000000
#> 3028 40407686010690 41 2294 0 2.125 2 1 1 2 0.5000000
#> 3029 40407687010690 41 2270 0 1.000 2 1 1 1 1.0000000
#> 3030 40407688010690 41 2146 4 4.250 2 1 1 1 0.7500000
#> 3031 40407688010690 41 2146 4 4.250 2 1 1 2 0.2500000
#> 3032 40407689010690 41 2265 1 -0.875 2 1 1 1 1.0000000
#> 3033 40407690010690 41 2031 1 -0.250 2 1 1 1 1.0000000
#> 3034 40407691010690 41 1996 0 0.500 2 1 1 1 1.0000000
#> 3035 40407692010690 41 2171 0 2.875 2 1 1 1 1.0000000
#> 3036 40407693010690 41 2292 0 1.625 2 1 1 1 1.0000000
#> 3037 40407694010690 41 2051 0 -1.500 2 1 1 1 1.0000000
#> 3038 40407695010690 41 2220 0 3.000 2 1 1 1 1.0000000
#> 3039 40407696010690 41 2203 1 0.125 2 1 1 1 1.0000000
#> 3040 40407697010690 41 2212 0 0.375 2 1 1 1 1.0000000
#> 3041 40407698010690 41 2200 0 0.125 2 1 1 1 1.0000000
#> 3042 40407699010690 41 2287 0 0.125 2 1 1 1 1.0000000
#> 3043 40407700010690 41 2309 1 6.375 2 1 1 1 1.0000000
#> 3044 40407701010690 41 2366 2 -14.000 2 1 1 1 1.0000000
#> 3045 40407702010690 41 2367 1 0.000 2 1 1 1 1.0000000
#> 3046 40407703010690 41 2372 0 1.125 2 1 1 1 1.0000000
#> 3047 40407704010690 41 2281 1 0.375 2 1 1 1 1.0000000
#> 3048 40407705010690 41 2539 8 -0.500 1 1 0 1 1.0000000
#> 3049 40407706010690 41 2502 10 0.625 1 1 0 1 1.0000000
#> 3050 40407707010690 41 2417 3 0.875 2 1 1 1 1.0000000
#> 3051 40407708010690 41 2497 7 2.875 2 1 1 1 1.0000000
#> 3052 40407709010690 41 2674 62 0.500 1 1 0 1 1.0000000
#> 3053 40407710010690 41 2415 5 0.625 2 1 1 1 1.0000000
#> 3054 40407711010690 41 2337 15 1.375 2 1 1 1 1.0000000
#> 3055 40407714010690 41 2799 44 -3.000 2 1 1 1 0.7500000
#> 3056 40407714010690 41 2799 44 -3.000 2 1 1 2 0.2500000
#> 3057 40407715010690 41 2450 2 -2.375 2 1 1 1 1.0000000
#> 3058 40407716010690 41 2009 0 -4.875 2 1 1 1 1.0000000
#> 3059 40407717010690 41 2069 35 2.500 2 1 1 1 1.0000000
#> 3060 40407718010690 41 2140 21 -1.500 2 1 1 1 1.0000000
#> 3061 40407719010690 41 1992 0 -0.875 2 1 1 1 1.0000000
#> 3062 40407720010690 41 1968 0 -2.375 2 1 1 1 1.0000000
#> 3063 40407721010690 41 1973 0 -1.250 2 1 1 1 1.0000000
#> 3064 40407722010690 41 2026 0 -0.625 2 1 1 1 1.0000000
#> 3065 40407723010690 41 2114 0 -0.750 2 1 1 1 1.0000000
#> 3066 40407724010690 41 2202 14 0.000 2 1 1 1 1.0000000
#> 3067 40407725010690 41 2253 0 -2.750 2 1 1 1 1.0000000
#> 3068 40407726010690 41 2171 0 -1.000 2 1 1 1 1.0000000
#> 3069 40407728010690 43 1591 1 7.250 2 1 1 1 1.0000000
#> 3070 40407729010690 43 1381 1 2.625 2 1 1 1 1.0000000
#> 3071 40407730010690 43 1288 0 -0.750 2 1 1 1 1.0000000
#> 3072 40407731010690 43 1411 0 0.625 2 1 1 1 1.0000000
#> 3073 40407732010690 43 1585 3 7.875 2 1 1 1 1.0000000
#> 3074 40407733010690 43 2674 32 0.125 1 1 0 1 1.0000000
#> 3075 40407734010690 43 1383 0 -0.375 2 1 1 1 1.0000000
#> 3076 40407735010690 43 1322 1 10.125 2 1 1 1 1.0000000
#> 3077 40407736010690 43 1360 2 -4.875 2 1 1 1 1.0000000
#> 3078 40407737010690 43 2426 43 -11.750 1 1 0 1 1.0000000
#> 3079 40407738010690 43 1431 0 1.875 2 1 1 1 1.0000000
#> 3080 40407739010690 43 1407 0 -0.625 2 1 1 1 1.0000000
#> 3081 40407740010690 43 1301 0 -0.500 2 1 1 1 1.0000000
#> 3082 40407741010690 43 1233 11 0.375 2 1 1 1 1.0000000
#> 3083 40407742010690 43 1418 1 -2.625 2 1 1 1 1.0000000
#> 3084 40407743010690 43 1891 4 -1.250 2 1 1 1 1.0000000
#> 3085 40407744010690 43 1519 4 -0.125 2 1 1 1 1.0000000
#> 3086 40407745010690 43 1372 0 -0.250 2 1 1 1 1.0000000
#> 3087 40407746010690 43 1371 0 -1.375 2 1 1 1 1.0000000
#> 3088 40407747010690 43 1298 1 -2.875 2 1 1 1 1.0000000
#> 3089 40407748010690 43 1372 0 2.000 2 1 1 1 1.0000000
#> 3090 40407749010690 43 1401 0 -0.125 2 1 1 1 1.0000000
#> 3091 40407750010690 43 1491 8 -8.500 2 1 1 1 1.0000000
#> 3092 40407751010690 43 1531 2 -1.000 2 1 1 1 1.0000000
#> 3093 40407752010690 43 1378 0 5.750 2 1 1 1 1.0000000
#> 3094 40407753010690 43 1350 0 2.500 2 1 1 1 1.0000000
#> 3095 40407754010690 43 1475 0 -7.375 2 1 1 1 1.0000000
#> 3096 40407755010690 43 1474 2 -4.500 2 1 1 1 1.0000000
#> 3097 40407756010690 43 2232 2 0.000 2 1 1 1 1.0000000
#> 3098 40407757010690 43 1574 0 -3.875 2 1 1 1 1.0000000
#> 3099 40407758010690 43 1312 0 -2.500 2 1 1 1 1.0000000
#> 3100 40407759010690 43 1353 3 0.750 2 1 1 1 1.0000000
#> 3101 40407760010690 43 1459 0 1.500 2 1 1 1 1.0000000
#> 3102 40407761010690 43 2217 1 7.500 2 1 1 1 1.0000000
#> 3103 40407762010690 43 1389 0 -1.125 2 1 1 1 1.0000000
#> 3104 40407763010690 43 1408 0 3.250 2 1 1 1 1.0000000
#> 3105 40407764010690 43 1445 0 11.625 2 1 1 1 1.0000000
#> 3106 40407765010690 43 1416 0 -4.750 2 1 1 1 1.0000000
#> 3107 40407766010690 43 1341 0 -4.875 2 1 1 1 1.0000000
#> 3108 40407767010690 43 1362 0 -5.875 2 1 1 1 1.0000000
#> 3109 40407768010690 43 1526 2 2.625 2 1 1 1 1.0000000
#> 3110 40407769010690 43 1494 0 -7.375 2 1 1 1 1.0000000
#> 3111 40407771010690 43 1562 14 -17.250 2 1 1 1 1.0000000
#> 3112 40407772010690 43 1390 0 -5.750 2 1 1 1 1.0000000
#> 3113 40407773010690 43 1569 0 -0.500 2 1 1 1 1.0000000
#> 3114 40407774010690 43 1836 52 4.250 1 1 0 1 1.0000000
#> 3115 40407775010690 43 2153 7 10.250 2 1 1 1 1.0000000
#> 3116 40407776010690 43 1582 0 1.750 2 1 1 1 1.0000000
#> 3117 40407778010690 43 1477 1 -0.375 2 1 1 1 1.0000000
#> 3118 40407779010690 43 1611 0 2.625 2 1 1 1 1.0000000
#> 3119 40407780010690 43 1565 26 -3.875 2 1 1 1 1.0000000
#> 3120 40407781010690 43 1619 0 7.125 2 1 1 1 1.0000000
#> 3121 40407782010690 43 1678 6 17.125 2 1 1 1 1.0000000
#> 3122 40407783010690 43 1933 25 1.375 2 1 1 1 1.0000000
#> 3123 40407784010690 43 2335 6 -7.125 1 1 0 1 1.0000000
#> 3124 40407785010690 43 1687 1 7.250 2 1 1 1 1.0000000
#> 3125 40407786010690 43 2274 26 0.500 2 1 1 1 1.0000000
#> 3126 40407787010690 43 2095 4 -7.625 2 1 1 1 1.0000000
#> 3127 40407788010690 43 2124 4 -1.250 2 1 1 1 1.0000000
#> 3128 40407789010690 43 2175 4 0.625 2 1 1 1 1.0000000
#> 3129 40407790010690 43 1339 5 3.500 2 1 1 1 1.0000000
#> 3130 40407791010690 43 1346 0 -6.625 2 1 1 1 1.0000000
#> 3131 40407792010690 43 1434 1 0.875 2 1 1 1 1.0000000
#> 3132 40407793010690 45 1371 1 1.500 2 1 1 1 1.0000000
#> 3133 40407794010690 45 1384 0 5.500 2 1 1 1 1.0000000
#> 3134 40407795010690 45 1375 22 -0.750 2 1 1 1 0.7500000
#> 3135 40407795010690 45 1375 22 -0.750 2 1 1 2 0.2500000
#> 3136 40407796010690 45 1671 19 -3.875 2 1 1 1 1.0000000
#> 3137 40407797010690 45 1342 1 1.000 2 1 1 1 1.0000000
#> 3138 40407798010690 45 1355 0 0.125 2 1 1 1 1.0000000
#> 3139 40407799010690 45 1351 8 0.000 2 1 1 1 1.0000000
#> 3140 40407800010690 45 1613 26 -12.750 2 1 1 1 0.7500000
#> 3141 40407800010690 45 1613 26 -12.750 2 1 1 2 0.2500000
#> 3142 40407801010690 45 1841 49 -5.875 1 1 0 1 1.0000000
#> 3143 40407802010690 45 1350 0 0.375 2 1 1 1 1.0000000
#> 3144 40407803010690 45 1311 0 0.000 2 1 1 1 1.0000000
#> 3145 40407804010690 45 1713 1 -6.500 1 1 0 1 1.0000000
#> 3146 40407805010690 45 1343 0 -0.625 2 1 1 1 1.0000000
#> 3147 40407806010690 45 1405 1 -0.125 2 1 1 1 1.0000000
#> 3148 40407807010690 45 1381 1 1.625 2 1 1 1 1.0000000
#> 3149 40407808010690 45 1347 0 6.375 2 1 1 1 1.0000000
#> 3150 40407810010690 45 1506 1 1.250 2 1 1 1 1.0000000
#> 3151 40407811010690 45 1501 1 1.000 2 1 1 1 1.0000000
#> 3152 40407812010690 45 1270 2 2.750 2 1 1 1 1.0000000
#> 3153 40407813010690 45 1244 0 -0.750 2 1 1 1 1.0000000
#> 3154 40407814010690 45 1481 27 -3.375 1 1 0 1 1.0000000
#> 3155 40407815010690 45 1854 62 10.000 1 1 0 1 1.0000000
#> 3156 40407816010690 45 1434 2 -4.125 2 1 1 1 1.0000000
#> 3157 40407817010690 45 1438 1 -5.500 2 1 1 1 1.0000000
#> 3158 40407818010690 45 1319 0 1.375 2 1 1 1 1.0000000
#> 3159 40407821010690 45 1410 2 -7.125 2 1 1 1 0.5000000
#> 3160 40407821010690 45 1410 2 -7.125 2 1 1 2 0.5000000
#> 3161 40407823010690 45 1395 1 0.625 2 1 1 1 1.0000000
#> 3162 40407824010690 45 1252 0 -0.500 2 1 1 1 1.0000000
#> 3163 40407825010690 45 1521 0 -1.125 2 1 1 1 1.0000000
#> 3164 40407826010690 45 1395 0 -1.375 2 1 1 1 1.0000000
#> 3165 40407827010690 45 1323 0 0.125 2 1 1 1 1.0000000
#> 3166 40407828010690 45 1344 0 -2.250 2 1 1 1 1.0000000
#> 3167 40407829010690 45 1198 8 -6.750 1 1 0 1 1.0000000
#> 3168 40407830010690 45 1216 0 -0.625 2 1 1 1 1.0000000
#> 3169 40407831010690 45 1834 51 4.625 1 1 0 1 0.7500000
#> 3170 40407831010690 45 1834 51 4.625 1 1 0 2 0.2500000
#> 3171 40407832010690 45 1366 0 1.375 2 1 1 1 1.0000000
#> 3172 40407833010690 45 1281 0 0.625 2 1 1 1 1.0000000
#> 3173 40407834010690 45 1275 0 -2.125 2 1 1 1 1.0000000
#> 3174 40407835010690 45 1228 0 -2.000 2 1 1 1 1.0000000
#> 3175 40407836010690 45 1274 0 -0.250 2 1 1 1 1.0000000
#> 3176 40407837010690 45 1432 5 -1.875 1 1 0 1 1.0000000
#> 3177 40407838010690 45 1364 0 7.250 2 1 1 1 1.0000000
#> 3178 40407839010690 45 1274 0 -1.375 2 1 1 1 1.0000000
#> 3179 40407840010690 45 1194 0 1.000 2 1 1 1 1.0000000
#> 3180 40407841010690 45 1344 0 0.375 2 1 1 1 1.0000000
#> 3181 40407842010690 45 1354 0 1.625 2 1 1 1 1.0000000
#> 3182 40407843010690 45 1279 0 -1.625 2 1 1 1 1.0000000
#> 3183 40407844010690 45 1202 0 -0.250 2 1 1 1 1.0000000
#> 3184 40407845010690 45 1522 6 6.750 1 1 0 1 1.0000000
#> 3185 40407846010690 45 1338 0 2.875 2 1 1 1 1.0000000
#> 3186 40407847010690 45 1324 0 4.125 2 1 1 1 1.0000000
#> 3187 40407848010690 45 1224 0 3.500 2 1 1 1 1.0000000
#> 3188 40407849010690 45 1197 0 -1.625 2 1 1 1 1.0000000
#> 3189 40407850010690 45 1348 0 1.250 2 1 1 1 1.0000000
#> 3190 40407851010690 45 1309 0 4.375 2 1 1 1 1.0000000
#> 3191 40407852010690 45 1157 0 -0.250 2 1 1 1 1.0000000
#> 3192 40407853010690 45 1163 0 2.625 2 1 1 1 1.0000000
#> 3193 40407854010690 45 1426 0 -5.625 2 1 1 1 1.0000000
#> 3194 40407855010690 45 1280 0 1.500 2 1 1 1 1.0000000
#> 3195 40407856010690 45 1182 0 0.625 2 1 1 1 1.0000000
#> 3196 40407857010690 45 1402 0 -1.125 2 1 1 1 1.0000000
#> 3197 40407858010690 45 1260 0 0.500 2 1 1 1 1.0000000
#> 3198 40407859010690 45 1275 0 5.250 2 1 1 1 1.0000000
#> 3199 40407860010690 45 1262 0 -0.500 2 1 1 1 1.0000000
#> 3200 40407861010690 45 1127 0 -1.625 2 1 1 1 0.7500000
#> 3201 40407861010690 45 1127 0 -1.625 2 1 1 2 0.2500000
#> 3202 40407862010690 45 1342 30 0.875 1 1 0 1 1.0000000
#> 3203 40407863010690 45 1334 3 -0.125 2 1 1 1 1.0000000
#> 3204 40407864010690 45 1379 0 1.750 2 1 1 1 1.0000000
#> 3205 40407865010690 45 1288 0 -0.375 2 1 1 1 1.0000000
#> 3206 40407866010690 45 1248 2 0.125 2 1 1 1 1.0000000
#> 3207 40407867010690 45 1286 0 2.875 2 1 1 1 1.0000000
#> 3208 40407868010690 45 1272 0 1.875 2 1 1 1 1.0000000
#> 3209 40407869010690 45 1209 0 1.250 2 1 1 1 1.0000000
#> 3210 46792188020004 29 2165 13 0.500 2 1 1 1 1.0000000
#> COND_STATUS_CD TOTAL AREA_ADJ LARGEBND
#> 1 NA NA 0.0000000 1
#> 2 1 1 1.0000000 1
#> 3 1 1 1.0000000 1
#> 4 NA NA 0.0000000 1
#> 5 NA NA 0.0000000 1
#> 6 NA NA 0.0000000 1
#> 7 NA NA 0.0000000 1
#> 8 NA NA 0.0000000 1
#> 9 NA NA 0.0000000 1
#> 10 1 1 0.2500000 1
#> 11 1 1 1.0000000 1
#> 12 NA NA 0.0000000 1
#> 13 NA NA 0.0000000 1
#> 14 1 1 1.0000000 1
#> 15 1 1 1.0000000 1
#> 16 NA NA 0.0000000 1
#> 17 NA NA 0.0000000 1
#> 18 NA NA 0.0000000 1
#> 19 1 1 0.6237773 1
#> 20 NA NA 0.0000000 1
#> 21 NA NA 0.0000000 1
#> 22 NA NA 0.0000000 1
#> 23 NA NA 0.0000000 1
#> 24 NA NA 0.0000000 1
#> 25 NA NA 0.0000000 1
#> 26 NA NA 0.0000000 1
#> 27 NA NA 0.0000000 1
#> 28 1 1 1.0000000 1
#> 29 NA NA 0.0000000 1
#> 30 NA NA 0.0000000 1
#> 31 1 1 1.0000000 1
#> 32 1 1 1.0000000 1
#> 33 NA NA 0.0000000 1
#> 34 NA NA 0.0000000 1
#> 35 1 1 1.0000000 1
#> 36 NA NA 0.0000000 1
#> 37 NA NA 0.0000000 1
#> 38 NA NA 0.0000000 1
#> 39 NA NA 0.0000000 1
#> 40 NA NA 0.0000000 1
#> 41 NA NA 0.0000000 1
#> 42 NA NA 0.0000000 1
#> 43 NA NA 0.0000000 1
#> 44 NA NA 0.0000000 1
#> 45 NA NA 0.0000000 1
#> 46 NA NA 0.0000000 1
#> 47 NA NA 0.0000000 1
#> 48 NA NA 0.0000000 1
#> 49 NA NA 0.0000000 1
#> 50 NA NA 0.0000000 1
#> 51 NA NA 0.0000000 1
#> 52 NA NA 0.0000000 1
#> 53 NA NA 0.0000000 1
#> 54 NA NA 0.0000000 1
#> 55 NA NA 0.0000000 1
#> 56 NA NA 0.0000000 1
#> 57 NA NA 0.0000000 1
#> 58 NA NA 0.0000000 1
#> 59 NA NA 0.0000000 1
#> 60 1 1 1.0000000 1
#> 61 NA NA 0.0000000 1
#> 62 NA NA 0.0000000 1
#> 63 NA NA 0.0000000 1
#> 64 NA NA 0.0000000 1
#> 65 NA NA 0.0000000 1
#> 66 NA NA 0.0000000 1
#> 67 NA NA 0.0000000 1
#> 68 NA NA 0.0000000 1
#> 69 NA NA 0.0000000 1
#> 70 NA NA 0.0000000 1
#> 71 NA NA 0.0000000 1
#> 72 NA NA 0.0000000 1
#> 73 NA NA 0.0000000 1
#> 74 NA NA 0.0000000 1
#> 75 NA NA 0.0000000 1
#> 76 NA NA 0.0000000 1
#> 77 NA NA 0.0000000 1
#> 78 NA NA 0.0000000 1
#> 79 NA NA 0.0000000 1
#> 80 NA NA 0.0000000 1
#> 81 NA NA 0.0000000 1
#> 82 NA NA 0.0000000 1
#> 83 NA NA 0.0000000 1
#> 84 NA NA 0.0000000 1
#> 85 NA NA 0.0000000 1
#> 86 NA NA 0.0000000 1
#> 87 NA NA 0.0000000 1
#> 88 NA NA 0.0000000 1
#> 89 NA NA 0.0000000 1
#> 90 NA NA 0.0000000 1
#> 91 NA NA 0.0000000 1
#> 92 1 1 1.0000000 1
#> 93 1 1 1.0000000 1
#> 94 NA NA 0.0000000 1
#> 95 NA NA 0.0000000 1
#> 96 NA NA 0.0000000 1
#> 97 NA NA 0.0000000 1
#> 98 1 1 1.0000000 1
#> 99 NA NA 0.0000000 1
#> 100 NA NA 0.0000000 1
#> 101 NA NA 0.0000000 1
#> 102 1 1 1.0000000 1
#> 103 NA NA 0.0000000 1
#> 104 NA NA 0.0000000 1
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#> 2870 1 1 1.0000000 1
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#> 2872 1 1 1.0000000 1
#> 2873 NA NA 0.0000000 1
#> 2874 1 1 1.0000000 1
#> 2875 1 1 1.0000000 1
#> 2876 1 1 0.7500000 1
#> 2877 NA NA 0.0000000 1
#> 2878 1 1 1.0000000 1
#> 2879 1 1 0.7500000 1
#> 2880 1 1 0.2500000 1
#> 2881 1 1 1.0000000 1
#> 2882 1 1 1.0000000 1
#> 2883 NA NA 0.0000000 1
#> 2884 NA NA 0.0000000 1
#> 2885 1 1 1.0000000 1
#> 2886 1 1 1.0000000 1
#> 2887 1 1 1.0000000 1
#> 2888 1 1 1.0000000 1
#> 2889 NA NA 0.0000000 1
#> 2890 1 1 1.0000000 1
#> 2891 1 1 0.7500000 1
#> 2892 1 1 0.2500000 1
#> 2893 1 1 1.0000000 1
#> 2894 NA NA 0.0000000 1
#> 2895 1 1 1.0000000 1
#> 2896 NA NA 0.0000000 1
#> 2897 1 1 1.0000000 1
#> 2898 1 1 1.0000000 1
#> 2899 NA NA 0.0000000 1
#> 2900 1 1 1.0000000 1
#> 2901 1 1 1.0000000 1
#> 2902 1 1 1.0000000 1
#> 2903 1 1 1.0000000 1
#> 2904 1 1 0.7500000 1
#> 2905 NA NA 0.0000000 1
#> 2906 1 1 1.0000000 1
#> 2907 1 1 1.0000000 1
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#> 2910 NA NA 0.0000000 1
#> 2911 1 1 1.0000000 1
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#> 2913 1 1 1.0000000 1
#> 2914 1 1 1.0000000 1
#> 2915 1 1 1.0000000 1
#> 2916 1 1 1.0000000 1
#> 2917 1 1 1.0000000 1
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#> 2920 NA NA 0.0000000 1
#> 2921 1 1 1.0000000 1
#> 2922 1 1 0.7500000 1
#> 2923 NA NA 0.0000000 1
#> 2924 NA NA 0.0000000 1
#> 2925 NA NA 0.0000000 1
#> 2926 1 1 0.2500000 1
#> 2927 1 1 1.0000000 1
#> 2928 1 1 1.0000000 1
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#> 2937 NA NA 0.0000000 1
#> 2938 NA NA 0.0000000 1
#> 2939 1 1 1.0000000 1
#> 2940 1 1 1.0000000 1
#> 2941 NA NA 0.0000000 1
#> 2942 1 1 1.0000000 1
#> 2943 1 1 1.0000000 1
#> 2944 NA NA 0.0000000 1
#> 2945 NA NA 0.0000000 1
#> 2946 1 1 1.0000000 1
#> 2947 1 1 1.0000000 1
#> 2948 NA NA 0.0000000 1
#> 2949 1 1 1.0000000 1
#> 2950 1 1 1.0000000 1
#> 2951 NA NA 0.0000000 1
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#> 2955 1 1 0.2500000 1
#> 2956 NA NA 0.0000000 1
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#> 2958 1 1 1.0000000 1
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#> 2960 NA NA 0.0000000 1
#> 2961 1 1 0.7500000 1
#> 2962 1 1 0.2500000 1
#> 2963 NA NA 0.0000000 1
#> 2964 NA NA 0.0000000 1
#> 2965 1 1 0.7500000 1
#> 2966 NA NA 0.0000000 1
#> 2967 NA NA 0.0000000 1
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#> 2970 NA NA 0.0000000 1
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#> 2974 1 1 1.0000000 1
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#> 2978 1 1 1.0000000 1
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#> 2984 1 1 0.2500000 1
#> 2985 NA NA 0.0000000 1
#> 2986 1 1 0.2500000 1
#> 2987 NA NA 0.0000000 1
#> 2988 1 1 1.0000000 1
#> 2989 NA NA 0.0000000 1
#> 2990 1 1 0.7500000 1
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#> 3004 NA NA 0.0000000 1
#> 3005 NA NA 0.0000000 1
#> 3006 NA NA 0.0000000 1
#> 3007 NA NA 0.0000000 1
#> 3008 NA NA 0.0000000 1
#> 3009 NA NA 0.0000000 1
#> 3010 NA NA 0.0000000 1
#> 3011 NA NA 0.0000000 1
#> 3012 NA NA 0.0000000 1
#> 3013 NA NA 0.0000000 1
#> 3014 NA NA 0.0000000 1
#> 3015 NA NA 0.0000000 1
#> 3016 NA NA 0.0000000 1
#> 3017 NA NA 0.0000000 1
#> 3018 NA NA 0.0000000 1
#> 3019 NA NA 0.0000000 1
#> 3020 NA NA 0.0000000 1
#> 3021 NA NA 0.0000000 1
#> 3022 NA NA 0.0000000 1
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#> 3025 NA NA 0.0000000 1
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#> 3027 NA NA 0.0000000 1
#> 3028 1 1 0.5000000 1
#> 3029 NA NA 0.0000000 1
#> 3030 1 1 0.7500000 1
#> 3031 NA NA 0.0000000 1
#> 3032 NA NA 0.0000000 1
#> 3033 NA NA 0.0000000 1
#> 3034 NA NA 0.0000000 1
#> 3035 NA NA 0.0000000 1
#> 3036 NA NA 0.0000000 1
#> 3037 NA NA 0.0000000 1
#> 3038 NA NA 0.0000000 1
#> 3039 NA NA 0.0000000 1
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#> 3041 NA NA 0.0000000 1
#> 3042 NA NA 0.0000000 1
#> 3043 NA NA 0.0000000 1
#> 3044 NA NA 0.0000000 1
#> 3045 NA NA 0.0000000 1
#> 3046 NA NA 0.0000000 1
#> 3047 NA NA 0.0000000 1
#> 3048 NA NA 0.0000000 1
#> 3049 NA NA 0.0000000 1
#> 3050 NA NA 0.0000000 1
#> 3051 NA NA 0.0000000 1
#> 3052 1 1 1.0000000 1
#> 3053 NA NA 0.0000000 1
#> 3054 NA NA 0.0000000 1
#> 3055 NA NA 0.0000000 1
#> 3056 1 1 0.2500000 1
#> 3057 NA NA 0.0000000 1
#> 3058 NA NA 0.0000000 1
#> 3059 1 1 1.0000000 1
#> 3060 1 1 1.0000000 1
#> 3061 NA NA 0.0000000 1
#> 3062 NA NA 0.0000000 1
#> 3063 NA NA 0.0000000 1
#> 3064 NA NA 0.0000000 1
#> 3065 NA NA 0.0000000 1
#> 3066 NA NA 0.0000000 1
#> 3067 NA NA 0.0000000 1
#> 3068 NA NA 0.0000000 1
#> 3069 NA NA 0.0000000 1
#> 3070 NA NA 0.0000000 1
#> 3071 NA NA 0.0000000 1
#> 3072 NA NA 0.0000000 1
#> 3073 NA NA 0.0000000 1
#> 3074 NA NA 0.0000000 1
#> 3075 NA NA 0.0000000 1
#> 3076 NA NA 0.0000000 1
#> 3077 NA NA 0.0000000 1
#> 3078 1 1 1.0000000 1
#> 3079 NA NA 0.0000000 1
#> 3080 NA NA 0.0000000 1
#> 3081 NA NA 0.0000000 1
#> 3082 NA NA 0.0000000 1
#> 3083 NA NA 0.0000000 1
#> 3084 NA NA 0.0000000 1
#> 3085 NA NA 0.0000000 1
#> 3086 NA NA 0.0000000 1
#> 3087 NA NA 0.0000000 1
#> 3088 NA NA 0.0000000 1
#> 3089 NA NA 0.0000000 1
#> 3090 NA NA 0.0000000 1
#> 3091 1 1 1.0000000 1
#> 3092 NA NA 0.0000000 1
#> 3093 NA NA 0.0000000 1
#> 3094 NA NA 0.0000000 1
#> 3095 NA NA 0.0000000 1
#> 3096 NA NA 0.0000000 1
#> 3097 NA NA 0.0000000 1
#> 3098 NA NA 0.0000000 1
#> 3099 NA NA 0.0000000 1
#> 3100 NA NA 0.0000000 1
#> 3101 NA NA 0.0000000 1
#> 3102 NA NA 0.0000000 1
#> 3103 NA NA 0.0000000 1
#> 3104 NA NA 0.0000000 1
#> 3105 NA NA 0.0000000 1
#> 3106 NA NA 0.0000000 1
#> 3107 NA NA 0.0000000 1
#> 3108 NA NA 0.0000000 1
#> 3109 NA NA 0.0000000 1
#> 3110 NA NA 0.0000000 1
#> 3111 NA NA 0.0000000 1
#> 3112 NA NA 0.0000000 1
#> 3113 NA NA 0.0000000 1
#> 3114 NA NA 0.0000000 1
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#> 3116 NA NA 0.0000000 1
#> 3117 NA NA 0.0000000 1
#> 3118 NA NA 0.0000000 1
#> 3119 1 1 1.0000000 1
#> 3120 NA NA 0.0000000 1
#> 3121 NA NA 0.0000000 1
#> 3122 1 1 1.0000000 1
#> 3123 NA NA 0.0000000 1
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#> 3132 NA NA 0.0000000 1
#> 3133 NA NA 0.0000000 1
#> 3134 1 1 0.7500000 1
#> 3135 NA NA 0.0000000 1
#> 3136 NA NA 0.0000000 1
#> 3137 NA NA 0.0000000 1
#> 3138 NA NA 0.0000000 1
#> 3139 1 1 1.0000000 1
#> 3140 1 1 0.7500000 1
#> 3141 NA NA 0.0000000 1
#> 3142 1 1 1.0000000 1
#> 3143 NA NA 0.0000000 1
#> 3144 NA NA 0.0000000 1
#> 3145 1 1 1.0000000 1
#> 3146 NA NA 0.0000000 1
#> 3147 NA NA 0.0000000 1
#> 3148 NA NA 0.0000000 1
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#> 3150 NA NA 0.0000000 1
#> 3151 NA NA 0.0000000 1
#> 3152 NA NA 0.0000000 1
#> 3153 NA NA 0.0000000 1
#> 3154 NA NA 0.0000000 1
#> 3155 1 1 1.0000000 1
#> 3156 NA NA 0.0000000 1
#> 3157 NA NA 0.0000000 1
#> 3158 NA NA 0.0000000 1
#> 3159 NA NA 0.0000000 1
#> 3160 NA NA 0.0000000 1
#> 3161 NA NA 0.0000000 1
#> 3162 NA NA 0.0000000 1
#> 3163 NA NA 0.0000000 1
#> 3164 NA NA 0.0000000 1
#> 3165 NA NA 0.0000000 1
#> 3166 NA NA 0.0000000 1
#> 3167 NA NA 0.0000000 1
#> 3168 NA NA 0.0000000 1
#> 3169 1 1 0.7500000 1
#> 3170 1 1 0.2500000 1
#> 3171 NA NA 0.0000000 1
#> 3172 NA NA 0.0000000 1
#> 3173 NA NA 0.0000000 1
#> 3174 NA NA 0.0000000 1
#> 3175 NA NA 0.0000000 1
#> 3176 NA NA 0.0000000 1
#> 3177 NA NA 0.0000000 1
#> 3178 NA NA 0.0000000 1
#> 3179 NA NA 0.0000000 1
#> 3180 NA NA 0.0000000 1
#> 3181 NA NA 0.0000000 1
#> 3182 NA NA 0.0000000 1
#> 3183 NA NA 0.0000000 1
#> 3184 NA NA 0.0000000 1
#> 3185 NA NA 0.0000000 1
#> 3186 NA NA 0.0000000 1
#> 3187 NA NA 0.0000000 1
#> 3188 NA NA 0.0000000 1
#> 3189 NA NA 0.0000000 1
#> 3190 NA NA 0.0000000 1
#> 3191 NA NA 0.0000000 1
#> 3192 NA NA 0.0000000 1
#> 3193 NA NA 0.0000000 1
#> 3194 NA NA 0.0000000 1
#> 3195 NA NA 0.0000000 1
#> 3196 NA NA 0.0000000 1
#> 3197 NA NA 0.0000000 1
#> 3198 NA NA 0.0000000 1
#> 3199 NA NA 0.0000000 1
#> 3200 1 1 0.7500000 1
#> 3201 NA NA 0.0000000 1
#> 3202 NA NA 0.0000000 1
#> 3203 NA NA 0.0000000 1
#> 3204 NA NA 0.0000000 1
#> 3205 NA NA 0.0000000 1
#> 3206 NA NA 0.0000000 1
#> 3207 NA NA 0.0000000 1
#> 3208 NA NA 0.0000000 1
#> 3209 NA NA 0.0000000 1
#> 3210 1 1 1.0000000 1
#>
#> $raw$module
#> [1] "SA"
#>
#> $raw$esttype
#> [1] "AREA"
#>
#> $raw$SApackage
#> [1] "JoSAE"
#>
#> $raw$SAmethod
#> [1] "unit"
#>
#> $raw$estnm
#> [1] "est"
#>
#> $raw$predselect.unit
#> LARGEBND LARGEBND TOTAL dem tcc tpi tnt2
#> 1 SApopdat 1 1 1 1 1 1
#>
#> $raw$predselect.area
#> LARGEBND LARGEBND TOTAL dem tcc tpi tnt2
#> 1 SApopdat 1 1 1 1 1 1
#>
#> $raw$SAobjlst
#> $raw$SAobjlst$SApopdat
#> $raw$SAobjlst$SApopdat$unit.JoSAE.obj
#> domain.ID DOMAIN.domain STATECD.domain COUNTYCD.domain npixels.domain
#> 1 1 1 56 1 1376714
#> 2 11 11 56 11 915454
#> 3 13 13 56 13 2961420
#> 4 15 15 56 15 713352
#> 5 17 17 56 17 641459
#> 6 19 19 56 19 1334190
#> 7 21 21 56 21 859967
#> 8 23 23 56 23 1308662
#> 9 25 25 56 25 1720554
#> 10 27 27 56 27 841523
#> 11 29 29 56 29 2228161
#> 12 3 3 56 3 1010229
#> 13 31 31 56 31 675011
#> 14 33 33 56 33 807188
#> 15 35 35 56 35 1577267
#> 16 37 37 56 37 3355881
#> 17 39 39 56 39 1349166
#> 18 41 41 56 41 668120
#> 19 43 43 56 43 717122
#> 20 45 45 56 45 767376
#> 21 5 5 56 5 1538394
#> 22 7 7 56 7 2546066
#> 23 9 9 56 9 1362852
#> dem.domain tcc.domain tpi.domain tnt2.domain n.total.domain AOI.domain
#> 1 2272.926 6.8530714 1.609176e-03 0.8264999 133 1
#> 2 1300.595 13.3583927 -5.464502e-04 0.7278258 85 1
#> 3 2143.260 6.3990155 -1.475728e-03 0.8390603 290 1
#> 4 1413.315 1.3503086 2.232418e-04 0.9810094 70 1
#> 5 1873.567 4.1191205 2.687428e-03 0.8347314 58 1
#> 6 1695.213 9.4401841 8.285926e-04 0.8252693 128 1
#> 7 1825.512 1.0998002 -2.754466e-04 0.9865623 86 1
#> 8 2255.494 13.0094837 -4.589611e-04 0.7331014 132 1
#> 9 1852.164 2.0670811 1.118535e-03 0.9522421 175 1
#> 10 1380.878 0.9419578 5.522725e-04 0.9530363 79 1
#> 11 2291.932 16.5713373 1.204469e-04 0.5766464 216 1
#> 12 1647.743 7.9022732 -3.102019e-04 0.8487313 98 1
#> 13 1572.269 3.3209321 -6.538782e-04 0.9248072 64 1
#> 14 1570.581 14.7374346 3.234996e-04 0.7161021 82 1
#> 15 2446.198 10.6072114 4.068747e-03 0.7608623 158 1
#> 16 2091.513 0.8143151 3.665207e-05 0.9848022 339 1
#> 17 2453.499 29.5642925 -5.082770e-04 0.3635238 125 1
#> 18 2209.581 5.0478339 -1.207306e-03 0.8907651 63 1
#> 19 1595.071 5.1797763 -2.165427e-03 0.8993017 63 1
#> 20 1358.073 4.2119798 -1.588204e-03 0.8877382 73 1
#> 21 1367.107 2.4578633 6.003826e-04 0.9712791 152 1
#> 22 2223.276 7.5236266 2.878460e-04 0.8371048 245 1
#> 23 1653.929 3.4596989 -8.139182e-04 0.9143781 133 1
#> AREA_ADJ.domain AREA_ADJ.var.domain DIR.domain DIR.se.domain AREA_ADJ
#> 1 0.17023549 0.13777549 0.17023549 0.03218549 0.17023549
#> 2 0.28235294 0.19313725 0.28235294 0.04766763 0.28235294
#> 3 0.17327586 0.13834044 0.17327586 0.02184115 0.17327586
#> 4 0.02857143 0.02815735 0.02857143 0.02005612 0.02857143
#> 5 0.09913793 0.08100802 0.09913793 0.03737231 0.09913793
#> 6 0.14453125 0.11674151 0.14453125 0.03020005 0.14453125
#> 7 0.02325581 0.02298222 0.02325581 0.01634733 0.02325581
#> 8 0.26401670 0.18528101 0.26401670 0.03746524 0.26401670
#> 9 0.03704261 0.03444045 0.03704261 0.01402863 0.03704261
#> 10 0.02531646 0.02499189 0.02531646 0.01778631 0.02531646
#> 11 0.42024728 0.22931384 0.42024728 0.03258279 0.42024728
#> 12 0.10714286 0.08762887 0.10714286 0.02990271 0.10714286
#> 13 0.10642098 0.08575127 0.10642098 0.03660415 0.10642098
#> 14 0.22113478 0.16349995 0.22113478 0.04465313 0.22113478
#> 15 0.24587173 0.16843541 0.24587173 0.03265037 0.24587173
#> 16 0.02359882 0.02126097 0.02359882 0.00791939 0.02359882
#> 17 0.70974106 0.18876828 0.70974106 0.03886060 0.70974106
#> 18 0.07142857 0.05731567 0.07142857 0.03016244 0.07142857
#> 19 0.06349206 0.06041987 0.06349206 0.03096846 0.06349206
#> 20 0.09931507 0.08288147 0.09931507 0.03369514 0.09931507
#> 21 0.06743421 0.05461125 0.06743421 0.01895480 0.06743421
#> 22 0.13541298 0.11305399 0.13541298 0.02148127 0.13541298
#> 23 0.12392825 0.10452712 0.12392825 0.02803423 0.12392825
#> dem tcc tpi tnt2 n.i.sample mean.resid.lm
#> 1 2273.135 5.4661654 0.37781955 0.8872180 133 0.0119376229
#> 2 1291.071 11.1294118 -0.41323529 0.8000000 85 0.1119875248
#> 3 2131.617 6.4275862 -0.41250000 0.8172414 290 -0.0026231523
#> 4 1417.671 1.5714286 0.08035714 0.9714286 70 -0.0002475292
#> 5 1769.121 2.9137931 -2.27155172 0.8275862 58 -0.0067700211
#> 6 1747.523 10.3125000 0.11816406 0.8281250 128 -0.0439296881
#> 7 1822.058 0.8023256 0.70784884 0.9883721 86 -0.0231046653
#> 8 2224.500 12.3106061 -0.49337121 0.7954545 132 0.0090531033
#> 9 1847.120 2.1257143 -0.33785714 0.9542857 175 -0.0345073337
#> 10 1387.165 1.5189873 -0.04113924 0.9746835 79 0.0002203511
#> 11 2291.718 16.2222222 0.37615741 0.6157407 216 0.0708190566
#> 12 1620.082 6.9591837 0.47704082 0.8877551 98 -0.0189180464
#> 13 1564.359 2.8125000 -0.35156250 0.9687500 64 0.0519407286
#> 14 1548.305 14.7073171 0.87804878 0.6707317 82 -0.0416572867
#> 15 2467.886 10.7658228 0.21044304 0.7594937 158 -0.0189935917
#> 16 2092.401 0.7492625 -0.41519174 0.9941003 339 -0.0408059788
#> 17 2451.400 31.4800000 -0.05600000 0.3040000 125 0.0975995607
#> 18 2195.778 4.2698413 -0.66666667 0.9523810 63 -0.0510086985
#> 19 1594.381 4.8571429 -0.06349206 0.9365079 63 -0.0245269048
#> 20 1357.658 4.5616438 0.10787671 0.8767123 73 0.0174397985
#> 21 1368.000 2.2960526 -0.40542763 0.9868421 152 0.0380840520
#> 22 2220.082 7.2612245 0.11530612 0.8326531 245 -0.0528276096
#> 23 1636.782 3.7368421 -0.85526316 0.8872180 133 0.0332561269
#> mean.resid.lme Synth EBLUP GREG gamma.i sample.var.mean
#> 1 -0.0045009264 0.18909949 0.19978256 0.20103711 0.8316574 1.035906e-03
#> 2 0.1272497687 0.21446003 0.29304230 0.32644756 0.7594601 2.272203e-03
#> 3 -0.0135912862 0.17107742 0.17020188 0.16845426 0.9150528 4.770360e-04
#> 4 0.0014195050 0.02357555 0.02317035 0.02332802 0.7222331 4.022479e-04
#> 5 -0.0115298255 0.12607500 0.12434753 0.11930498 0.6829828 1.396690e-03
#> 6 -0.0417274501 0.17533912 0.13794419 0.13140943 0.8262243 9.120431e-04
#> 7 -0.0328741077 0.05030203 0.03503196 0.02719736 0.7615902 2.672351e-04
#> 8 0.0006008571 0.28089405 0.28896508 0.28994716 0.8305981 1.403644e-03
#> 9 -0.0435846226 0.07184259 0.04321077 0.03733525 0.8666729 1.968025e-04
#> 10 0.0025703566 0.02350509 0.02299194 0.02372545 0.7458345 3.163530e-04
#> 11 0.0668510062 0.36309747 0.42568181 0.43391652 0.8891757 1.061638e-03
#> 12 -0.0168847335 0.14848371 0.13266251 0.12956566 0.7844919 8.941721e-04
#> 13 0.0506440729 0.07188915 0.10783186 0.12382988 0.7039030 1.339864e-03
#> 14 -0.0279355446 0.25329054 0.22006510 0.21163325 0.7528349 1.993902e-03
#> 15 -0.0343388638 0.26105629 0.24668502 0.24206270 0.8544161 1.066047e-03
#> 16 -0.0581352986 0.06748204 0.03062499 0.02667606 0.9264279 6.271674e-05
#> 17 0.1064761409 0.57572469 0.65699175 0.67332425 0.8227927 1.510146e-03
#> 18 -0.0676712034 0.14782323 0.11564789 0.09681453 0.7006102 9.097725e-04
#> 19 -0.0244052474 0.10103893 0.08295247 0.07651203 0.7006102 9.590455e-04
#> 20 0.0246236672 0.07516664 0.08646723 0.09260644 0.7305726 1.135363e-03
#> 21 0.0412644945 0.03508752 0.06645666 0.07317157 0.8495340 3.592846e-04
#> 22 -0.0656086847 0.19031806 0.14396521 0.13749045 0.9009949 4.614448e-04
#> 23 0.0319993292 0.08220046 0.11098622 0.11545659 0.8316574 7.859182e-04
#> GREG.var.mean c1 c2 c3 c3star
#> 1 5.146454e-04 0.0003672356 4.441832e-06 6.987061e-06 5.396249e-08
#> 2 1.171934e-03 0.0005247325 1.331742e-05 1.302691e-05 7.343609e-05
#> 3 2.111126e-04 0.0001853105 1.305057e-06 1.957523e-06 1.516782e-07
#> 4 2.305493e-04 0.0006059424 1.137784e-05 1.651964e-05 1.102049e-08
#> 5 1.322505e-03 0.0006915661 1.439114e-05 2.034875e-05 8.469193e-07
#> 6 5.961021e-04 0.0003790879 4.480985e-06 7.396705e-06 4.877858e-06
#> 7 2.529391e-04 0.0005200857 7.156138e-06 1.283310e-05 4.841836e-06
#> 8 6.757069e-04 0.0003695464 5.235615e-06 7.066257e-06 9.713414e-10
#> 9 1.393451e-04 0.0002908501 2.241551e-06 4.567242e-06 3.446871e-06
#> 10 7.944320e-05 0.0005544564 1.029550e-05 1.428360e-05 3.226384e-08
#> 11 6.563494e-04 0.0002417608 2.431683e-06 3.237574e-06 5.897559e-06
#> 12 4.643343e-04 0.0004701261 5.938126e-06 1.080134e-05 1.107398e-06
#> 13 1.029008e-03 0.0006459291 1.165832e-05 1.829544e-05 1.514127e-05
#> 14 7.705465e-04 0.0005391851 9.134921e-06 1.363440e-05 3.671971e-06
#> 15 6.320140e-04 0.0003175882 3.231675e-06 5.368568e-06 2.479413e-06
#> 16 6.014612e-05 0.0001604959 8.270846e-07 1.486620e-06 2.133735e-06
#> 17 9.525894e-04 0.0003865738 5.418694e-06 7.659770e-06 3.275367e-05
#> 18 5.574223e-04 0.0006531123 1.325584e-05 1.861713e-05 2.738079e-05
#> 19 8.802014e-04 0.0006531123 1.178570e-05 1.861713e-05 3.561268e-06
#> 20 6.535642e-04 0.0005877498 1.128168e-05 1.572204e-05 3.192471e-06
#> 21 3.257445e-04 0.0003282382 3.655916e-06 5.701899e-06 3.780964e-06
#> 22 8.447585e-05 0.0002159774 1.441362e-06 2.618179e-06 4.654719e-06
#> 23 3.777574e-04 0.0003672356 3.895637e-06 6.987061e-06 2.727532e-06
#> EBLUP.var.1 EBLUP.var.2 sample.se GREG.se EBLUP.se.1 EBLUP.se.2
#> 1 0.0003717854 0.0003787185 0.03218549 0.022685798 0.01928174 0.01946069
#> 2 0.0006849221 0.0006245130 0.04766763 0.034233527 0.02617102 0.02499026
#> 3 0.0001869190 0.0001887248 0.02184115 0.014529715 0.01367183 0.01373771
#> 4 0.0006173423 0.0006338509 0.02005612 0.015183849 0.02484637 0.02517640
#> 5 0.0007076511 0.0007271529 0.03737231 0.036366257 0.02660171 0.02696577
#> 6 0.0003933246 0.0003958435 0.03020005 0.024415203 0.01983241 0.01989582
#> 7 0.0005369255 0.0005449167 0.01634733 0.015904059 0.02317165 0.02334345
#> 8 0.0003747840 0.0003818493 0.03746524 0.025994362 0.01935934 0.01954096
#> 9 0.0002999854 0.0003011057 0.01402863 0.011804451 0.01732009 0.01735240
#> 10 0.0005648164 0.0005790677 0.01778631 0.008913092 0.02376587 0.02406383
#> 11 0.0002559876 0.0002533276 0.03258279 0.025619318 0.01599961 0.01591627
#> 12 0.0004782790 0.0004879730 0.02990271 0.021548418 0.02186959 0.02209011
#> 13 0.0006878699 0.0006910241 0.03660415 0.032078149 0.02622727 0.02628734
#> 14 0.0005556640 0.0005656264 0.04465313 0.027758719 0.02357253 0.02378290
#> 15 0.0003257787 0.0003286678 0.03265037 0.025139889 0.01804934 0.01812920
#> 16 0.0001655904 0.0001649433 0.00791939 0.007755393 0.01286820 0.01284303
#> 17 0.0004574998 0.0004324059 0.03886060 0.030864048 0.02138925 0.02079437
#> 18 0.0007211297 0.0007123661 0.03016244 0.023609792 0.02685386 0.02669019
#> 19 0.0006720205 0.0006870764 0.03096846 0.029668188 0.02592336 0.02621214
#> 20 0.0006054165 0.0006179460 0.03369514 0.025564902 0.02460521 0.02485852
#> 21 0.0003394561 0.0003413770 0.01895480 0.018048393 0.01842433 0.01847639
#> 22 0.0002267282 0.0002246916 0.02148127 0.009191075 0.01505750 0.01498972
#> 23 0.0003765863 0.0003808459 0.02803423 0.019435981 0.01940583 0.01951527
#>
#> $raw$SAobjlst$SApopdat$unit.hbsae.obj
#> Summaries:
#> Min. 1st Qu. Median Mean 3rd Qu.
#> estimates 2.303e-02 7.466e-02 1.242e-01 1.637e-01 2.098e-01
#> standard errors 1.280e-02 1.818e-02 2.076e-02 2.096e-02 2.469e-02
#> rel.std.err. 3.157e-02 9.040e-02 1.745e-01 2.752e-01 2.998e-01
#> gamma weights 7.174e-01 7.686e-01 8.454e-01 8.238e-01 8.715e-01
#> random effects -6.045e-02 -2.837e-02 -8.335e-03 -5.141e-16 2.322e-02
#> Max.
#> estimates 6.576e-01
#> standard errors 2.680e-02
#> rel.std.err. 1.078e+00
#> gamma weights 9.368e-01
#> random effects 1.008e-01
#>
#> posterior mean sv2/se2 REML estimate sv2/se2 se2 estimate
#> 0.04376 0.03714 0.05872
#>
#> Coefficients:
#> Estimate Std. Error t value
#> (Intercept) 9.11e-02 3.41e-02 2.67
#> dem 1.03e-04 1.33e-05 7.72
#> tcc 1.05e-02 4.99e-04 21.09
#> tpi -4.81e-05 7.95e-04 -0.06
#> tnt2 -2.33e-01 1.97e-02 -11.83
#>
#> Model selection measures:
#> CV p.eff cAIC
#> 0.05936 22.96 31.73
#> R-squared: 0.55579
#> Fraction of fitted values below lowest data value: 0.11552
#> Fraction of fitted values above highest data value: 0.01838
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$results
#> domain.id y.sam direct.SE FH FH.SE eblup.synth
#> 1 1 0.17023549 0.03218549 0.16623085 0.017156602 0.16557911
#> 2 11 0.28235294 0.04766763 0.27465280 0.021535005 0.27408148
#> 3 13 0.17327586 0.02184115 0.16311518 0.016760584 0.15952429
#> 4 15 0.02857143 0.02005612 0.02021481 0.015085912 0.01671240
#> 5 17 0.09913793 0.03737231 0.13580135 0.025000181 0.14022686
#> 6 19 0.14453125 0.03020005 0.17316176 0.017747227 0.17845406
#> 7 21 0.02325581 0.01634733 0.01797885 0.013814454 0.01464980
#> 8 23 0.26401670 0.03746524 0.27259064 0.017958835 0.27362044
#> 9 25 0.03704261 0.01402863 0.04028407 0.012933118 0.04306085
#> 10 27 0.02531646 0.01778631 0.03162984 0.015742040 0.03499434
#> 11 29 0.42024728 0.03258279 0.41198473 0.022932559 0.41067263
#> 12 3 0.10714286 0.02990271 0.14710895 0.016039525 0.15464426
#> 13 31 0.10642098 0.03660415 0.07654703 0.015598754 0.07278812
#> 14 33 0.22113478 0.04465313 0.28461824 0.021579610 0.28998592
#> 15 35 0.24587173 0.03265037 0.23312547 0.024044471 0.23110972
#> 16 37 0.02359882 0.00791939 0.02136766 0.008718658 0.01537006
#> 17 39 0.70974106 0.03886060 0.65058059 0.028276386 0.64397605
#> 18 41 0.07142857 0.03016244 0.10631360 0.017136116 0.11277812
#> 19 43 0.06349206 0.03096846 0.09916714 0.017949337 0.10543841
#> 20 45 0.09931507 0.03369514 0.10559095 0.019291921 0.10652285
#> 21 5 0.06743421 0.01895480 0.04119436 0.015684829 0.02888167
#> 22 7 0.13541298 0.02148127 0.15605175 0.015071698 0.16359215
#> 23 9 0.12392825 0.02803423 0.08965078 0.015600798 0.08229783
#> eblup.synth.se eblup.synth.parameter.uncert.se bias.sig.sq.v RV.SE.phi.i
#> 1 0.01765148 0.011957642 0 0.017172009
#> 2 0.02221558 0.018026168 0 0.021546160
#> 3 0.01857464 0.013282616 0 0.016770504
#> 4 0.01622663 0.009732121 0 0.015133340
#> 5 0.02681967 0.023467113 0 0.025020463
#> 6 0.01858241 0.013293485 0 0.017763844
#> 7 0.01543775 0.008350733 0 0.013856154
#> 8 0.01841854 0.013063433 0 0.017971079
#> 9 0.01542290 0.008323257 0 0.012953158
#> 10 0.01860304 0.013322308 0 0.015782615
#> 11 0.02493414 0.021286660 0 0.022939537
#> 12 0.01627374 0.009810462 0 0.016063844
#> 13 0.01549606 0.008458053 0 0.015628979
#> 14 0.02237572 0.018223154 0 0.021592391
#> 15 0.02629239 0.022862639 0 0.024053562
#> 16 0.01654842 0.010259673 0 0.008724787
#> 17 0.03044549 0.027537951 0 0.028284200
#> 18 0.01776187 0.012120012 0 0.017171395
#> 19 0.01878324 0.013572795 0 0.017982073
#> 20 0.02028383 0.015583468 0 0.019315700
#> 21 0.01781738 0.012201211 0 0.015705878
#> 22 0.01578551 0.008977355 0 0.015084853
#> 23 0.01576260 0.008937017 0 0.015620391
#> FH.SE.area.spec.1 FH.SE.area.spec.2 FH.MSE.conditional FH.SE.conditional
#> 1 0.015859926 0.016520990 -7.298838e-04 Inf
#> 2 0.020958426 0.021248671 -1.899022e-03 Inf
#> 3 0.015442419 0.016114985 -1.246638e-04 Inf
#> 4 0.013455247 0.014293852 -9.481747e-05 Inf
#> 5 0.025056879 0.025028546 2.483794e-04 0.015760056
#> 6 0.017832579 0.017789954 1.922388e-04 0.013865022
#> 7 0.011832205 0.012861575 -3.264040e-05 Inf
#> 8 0.016989421 0.017480849 -1.029108e-03 Inf
#> 9 0.010792936 0.011911193 -4.688732e-06 Inf
#> 10 0.014055000 0.014922380 -5.653503e-05 Inf
#> 11 0.022048333 0.022494791 -7.023964e-04 Inf
#> 12 0.017617557 0.016847028 9.868077e-04 0.031413495
#> 13 0.015298165 0.015449191 -1.479158e-04 Inf
#> 14 0.022337256 0.021961700 2.347140e-03 0.048447291
#> 15 0.023298767 0.023674555 -6.124426e-04 Inf
#> 16 0.007749567 0.008248357 3.368457e-05 0.005803841
#> 17 0.029214756 0.028749400 2.293132e-03 0.047886663
#> 18 0.017918834 0.017531844 5.916573e-04 0.024324007
#> 19 0.018646637 0.018301308 6.004336e-04 0.024503747
#> 20 0.018235830 0.018771304 -8.023914e-04 Inf
#> 21 0.018950837 0.017394656 5.587378e-04 0.023637634
#> 22 0.015585046 0.015330521 2.114681e-04 0.014541944
#> 23 0.016867599 0.016246550 6.666515e-04 0.025819595
#> prd.ran.effects n.i gamma.i g1.i g2.i g3.i
#> 1 0.00 133 0.13996682 1.449925e-04 1.057600e-04 2.179826e-05
#> 2 0.00 85 0.06907158 1.569446e-04 2.816044e-04 1.260371e-05
#> 3 0.00 290 0.26112569 1.245664e-04 9.631821e-05 3.001630e-05
#> 4 0.00 70 0.29533704 1.187987e-04 4.703032e-05 3.087786e-05
#> 5 0.00 58 0.10770562 1.504314e-04 4.384657e-04 1.805598e-05
#> 6 -0.01 128 0.15600992 1.422878e-04 1.258787e-04 2.339879e-05
#> 7 0.00 86 0.38682864 1.033742e-04 2.621881e-05 3.062307e-05
#> 8 0.00 132 0.10722923 1.505117e-04 1.360174e-04 1.799532e-05
#> 9 0.00 175 0.46139327 9.080337e-05 2.009695e-05 2.818261e-05
#> 10 0.00 79 0.34764828 1.099796e-04 7.553054e-05 3.115087e-05
#> 11 0.00 216 0.13703919 1.454860e-04 3.374405e-04 2.148787e-05
#> 12 -0.01 98 0.15863331 1.418455e-04 6.813175e-05 2.364457e-05
#> 13 0.00 64 0.11176310 1.497473e-04 5.644148e-05 1.856618e-05
#> 14 -0.01 82 0.07796072 1.554460e-04 2.823228e-04 1.395536e-05
#> 15 0.00 158 0.13654983 1.455685e-04 3.896972e-04 2.143543e-05
#> 16 0.01 339 0.72885827 4.571161e-05 7.738552e-06 1.128242e-05
#> 17 0.01 125 0.10042640 1.516586e-04 6.136725e-04 1.711149e-05
#> 18 -0.01 63 0.15633840 1.422324e-04 1.045545e-04 2.342980e-05
#> 19 -0.01 63 0.14950706 1.433841e-04 1.332539e-04 2.277034e-05
#> 20 0.00 73 0.12929109 1.467923e-04 1.841087e-04 2.063864e-05
#> 21 0.01 152 0.31937431 1.147463e-04 6.896402e-05 3.115179e-05
#> 22 -0.01 245 0.26758765 1.234769e-04 4.323228e-05 3.022343e-05
#> 23 0.01 133 0.17662445 1.388124e-04 5.414784e-05 2.521234e-05
#> g.star.3.i g1.bias eblup.resids trans.resid.v.i eblup.synth.resids b.i
#> 1 3.923860e-07 0 0.004004641 0.3084242 0.004656379 1
#> 2 3.532906e-07 0 0.007700140 0.5930393 0.008271462 1
#> 3 8.791872e-06 0 0.010160684 0.7825424 0.013751574 1
#> 4 7.607339e-06 0 0.008356615 0.6435989 0.011859024 1
#> 5 1.947507e-05 0 -0.036663423 -2.8236958 -0.041088932 1
#> 6 2.491718e-05 0 -0.028630515 -2.2050277 -0.033922809 1
#> 7 5.204047e-06 0 0.005276961 0.4064141 0.008606013 1
#> 8 1.055658e-06 0 -0.008573938 -0.6603364 -0.009603739 1
#> 9 2.793576e-06 0 -0.003241462 -0.2496467 -0.006018234 1
#> 10 6.016456e-06 0 -0.006313384 -0.4862360 -0.009677883 1
#> 11 1.601230e-06 0 0.008262548 0.6363542 0.009574651 1
#> 12 5.020055e-05 0 -0.039966096 -3.0780568 -0.047501401 1
#> 13 1.392254e-05 0 0.029873954 2.3007933 0.033632868 1
#> 14 3.059209e-05 0 -0.063483461 -4.8892865 -0.068851146 1
#> 15 3.783417e-06 0 0.012746262 0.9816750 0.014762012 1
#> 16 3.302815e-06 0 0.002231161 0.1718367 0.008228763 1
#> 17 4.408545e-05 0 0.059160473 4.5563443 0.065765017 1
#> 18 3.714888e-05 0 -0.034885027 -2.6867296 -0.041349549 1
#> 19 3.552952e-05 0 -0.035675075 -2.7475765 -0.041946350 1
#> 20 8.222860e-07 0 -0.006275882 -0.4833477 -0.007207784 1
#> 21 8.771198e-05 0 0.026239851 2.0209067 0.038552543 1
#> 22 3.809222e-05 0 -0.020638776 -1.5895304 -0.028179176 1
#> 23 4.577785e-05 0 0.034277470 2.6399376 0.041630420 1
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$type
#> [1] "RE"
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$sig.sq.v
#> [1] 0.0001685894
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$beta.hat
#> [,1]
#> (Intercept) 7.500267e-01
#> dem.X.pop 5.854187e-06
#> tcc.X.pop 5.268070e-03
#> tpi.X.pop -2.164124e+00
#> tnt2.X.pop -7.627027e-01
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$var.beta.hat
#> [,1] [,2] [,3] [,4]
#> (Intercept) 8.300452e-02 -1.832437e-06 -1.708248e-03 -1.936398e-01
#> dem.X.pop -1.832437e-06 3.764387e-10 1.635853e-08 -1.283543e-05
#> tcc.X.pop -1.708248e-03 1.635853e-08 3.745640e-05 5.039826e-03
#> tpi.X.pop -1.936398e-01 -1.283543e-05 5.039826e-03 2.781151e+01
#> tnt2.X.pop -7.984357e-02 1.188306e-06 1.675323e-03 2.116687e-01
#> [,5]
#> (Intercept) -7.984357e-02
#> dem.X.pop 1.188306e-06
#> tcc.X.pop 1.675323e-03
#> tpi.X.pop 2.116687e-01
#> tnt2.X.pop 7.784756e-02
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$try.error.converge
#> NULL
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$des.mat
#> (Intercept) dem.X.pop tcc.X.pop tpi.X.pop tnt2.X.pop
#> 1 1 2272.926 6.8530714 1.609176e-03 0.8264999
#> 2 1 1300.595 13.3583927 -5.464502e-04 0.7278258
#> 3 1 2143.260 6.3990155 -1.475728e-03 0.8390603
#> 4 1 1413.315 1.3503086 2.232418e-04 0.9810094
#> 5 1 1873.567 4.1191205 2.687428e-03 0.8347314
#> 6 1 1695.213 9.4401841 8.285926e-04 0.8252693
#> 7 1 1825.512 1.0998002 -2.754466e-04 0.9865623
#> 8 1 2255.494 13.0094837 -4.589611e-04 0.7331014
#> 9 1 1852.164 2.0670811 1.118535e-03 0.9522421
#> 10 1 1380.878 0.9419578 5.522725e-04 0.9530363
#> 11 1 2291.932 16.5713373 1.204469e-04 0.5766464
#> 12 1 1647.743 7.9022732 -3.102019e-04 0.8487313
#> 13 1 1572.269 3.3209321 -6.538782e-04 0.9248072
#> 14 1 1570.581 14.7374346 3.234996e-04 0.7161021
#> 15 1 2446.198 10.6072114 4.068747e-03 0.7608623
#> 16 1 2091.513 0.8143151 3.665207e-05 0.9848022
#> 17 1 2453.499 29.5642925 -5.082770e-04 0.3635238
#> 18 1 2209.581 5.0478339 -1.207306e-03 0.8907651
#> 19 1 1595.071 5.1797763 -2.165427e-03 0.8993017
#> 20 1 1358.073 4.2119798 -1.588204e-03 0.8877382
#> 21 1 1367.107 2.4578633 6.003826e-04 0.9712791
#> 22 1 2223.276 7.5236266 2.878460e-04 0.8371048
#> 23 1 1653.929 3.4596989 -8.139182e-04 0.9143781
#> attr(,"assign")
#> [1] 0 1 2 3 4
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$pseudo.R.sq.eblup
#> [1] 0.9670824
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$R.sq.eblup.synth
#> [1] 0.9553584
#>
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj
#> $raw$SAobjlst$SApopdat$area.sae.obj$est
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$eblup
#> [,1]
#> 1 0.16623405
#> 2 0.14706646
#> 3 0.04123506
#> 4 0.15601575
#> 5 0.08968194
#> 6 0.27465759
#> 7 0.16312926
#> 8 0.02022187
#> 9 0.13578782
#> 10 0.17313000
#> 11 0.01798279
#> 12 0.27258276
#> 13 0.04027082
#> 14 0.03161551
#> 15 0.41200762
#> 16 0.07656086
#> 17 0.28458784
#> 18 0.23313635
#> 19 0.02137367
#> 20 0.65063075
#> 21 0.10627456
#> 22 0.09912898
#> 23 0.10558559
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$method
#> [1] "REML"
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$convergence
#> [1] TRUE
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$iterations
#> [1] 11
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$estcoef
#> beta std.error tvalue pvalue
#> X(Intercept) 7.502465e-01 2.882815e-01 2.6024788 0.009255253
#> Xdem 5.849171e-06 1.942105e-05 0.3011768 0.763279689
#> Xtcc 5.264378e-03 6.123438e-03 0.8597094 0.389949244
#> Xtpi -2.163696e+00 5.276639e+00 -0.4100520 0.681767827
#> Xtnt2 -7.629251e-01 2.791752e-01 -2.7327821 0.006280187
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$refvar
#> [1] 0.0001695733
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$goodness
#> loglike AIC BIC KIC
#> 48.78086 -85.56171 -78.74875 -79.56171
#>
#>
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$mse
#> [1] 2.951596e-04 2.580190e-04 2.462888e-04 2.276618e-04 2.441158e-04
#> [6] 4.648414e-04 2.813376e-04 2.279875e-04 6.258377e-04 3.156841e-04
#> [11] 1.910595e-04 3.233995e-04 1.673217e-04 2.479759e-04 5.265627e-04
#> [16] 2.442184e-04 4.666537e-04 5.787753e-04 7.587363e-05 8.002960e-04
#> [21] 2.944865e-04 3.229121e-04 3.729819e-04
#>
#>
#>
#>
#> $raw$estvar
#> [1] "AREA_ADJ"
#>
#> $raw$areaunits
#> [1] "acres"
#>
#> $raw$estunits
#> [1] "acres"
#>
#>
#> $multest
#> DOMAIN LARGEBND NBRPLT DIR DIR.se JU.Synth JU.GREG
#> 1 1 1 133 0.17023549 0.03218549 0.18909949 0.20103711
#> 2 11 1 85 0.28235294 0.04766763 0.21446003 0.32644756
#> 3 13 1 290 0.17327586 0.02184115 0.17107742 0.16845426
#> 4 15 1 70 0.02857143 0.02005612 0.02357555 0.02332802
#> 5 17 1 58 0.09913793 0.03737231 0.12607500 0.11930498
#> 6 19 1 128 0.14453125 0.03020005 0.17533912 0.13140943
#> 7 21 1 86 0.02325581 0.01634733 0.05030203 0.02719736
#> 8 23 1 132 0.26401670 0.03746524 0.28089405 0.28994716
#> 9 25 1 175 0.03704261 0.01402863 0.07184259 0.03733525
#> 10 27 1 79 0.02531646 0.01778631 0.02350509 0.02372545
#> 11 29 1 216 0.42024728 0.03258279 0.36309747 0.43391652
#> 12 3 1 98 0.10714286 0.02990271 0.14848371 0.12956566
#> 13 31 1 64 0.10642098 0.03660415 0.07188915 0.12382988
#> 14 33 1 82 0.22113478 0.04465313 0.25329054 0.21163325
#> 15 35 1 158 0.24587173 0.03265037 0.26105629 0.24206270
#> 16 37 1 339 0.02359882 0.00791939 0.06748204 0.02667606
#> 17 39 1 125 0.70974106 0.03886060 0.57572469 0.67332425
#> 18 41 1 63 0.07142857 0.03016244 0.14782323 0.09681453
#> 19 43 1 63 0.06349206 0.03096846 0.10103893 0.07651203
#> 20 45 1 73 0.09931507 0.03369514 0.07516664 0.09260644
#> 21 5 1 152 0.06743421 0.01895480 0.03508752 0.07317157
#> 22 7 1 245 0.13541298 0.02148127 0.19031806 0.13749045
#> 23 9 1 133 0.12392825 0.02803423 0.08220046 0.11545659
#> JU.GREG.se JU.EBLUP JU.EBLUP.se.1 hbsaeU hbsaeU.se JFH
#> 1 0.022685798 0.19978256 0.01928174 0.19970154 0.01933383 0.16623085
#> 2 0.034233527 0.29304230 0.02617102 0.29408856 0.02469724 0.27465280
#> 3 0.014529715 0.17020188 0.01367183 0.17016899 0.01367756 0.16311518
#> 4 0.015183849 0.02317035 0.02484637 0.02319792 0.02500581 0.02021481
#> 5 0.036366257 0.12434753 0.02660171 0.12422756 0.02679767 0.13580135
#> 6 0.024415203 0.13794419 0.01983241 0.13773667 0.01979245 0.17316176
#> 7 0.015904059 0.03503196 0.02317165 0.03474757 0.02317010 0.01797885
#> 8 0.025994362 0.28896508 0.01935934 0.28894382 0.01941403 0.27259064
#> 9 0.011804451 0.04321077 0.01732009 0.04305443 0.01725107 0.04028407
#> 10 0.008913092 0.02299194 0.02376587 0.02302829 0.02389548 0.03162984
#> 11 0.025619318 0.42568181 0.01599961 0.42582694 0.01585808 0.41198473
#> 12 0.021548418 0.13266251 0.02186959 0.13256123 0.02194278 0.14710895
#> 13 0.032078149 0.10783186 0.02622727 0.10836981 0.02611325 0.07654703
#> 14 0.027758719 0.22006510 0.02357253 0.21989951 0.02364223 0.28461824
#> 15 0.025139889 0.24668502 0.01804934 0.24651157 0.01800955 0.23312547
#> 16 0.007755393 0.03062499 0.01286820 0.03052398 0.01279535 0.02136766
#> 17 0.030864048 0.65699175 0.02138925 0.65756354 0.02075714 0.65058059
#> 18 0.023609792 0.11564789 0.02685386 0.11484636 0.02647680 0.10631360
#> 19 0.029668188 0.08295247 0.02592336 0.08268619 0.02605770 0.09916714
#> 20 0.025564902 0.08646723 0.02460521 0.08673335 0.02467576 0.10559095
#> 21 0.018048393 0.06645666 0.01842433 0.06662757 0.01835695 0.04119436
#> 22 0.009191075 0.14396521 0.01505750 0.14380908 0.01491831 0.15605175
#> 23 0.019435981 0.11098622 0.01940583 0.11114524 0.01939911 0.08965078
#> JFH.se JA.synth JA.synth.se saeA saeA.se hbsaeA hbsaeA.se
#> 1 0.017156602 0.16557911 0.01765148 0.16623405 0.017180209 NA NA
#> 2 0.021535005 0.27408148 0.02221558 0.27465759 0.021560181 NA NA
#> 3 0.016760584 0.15952429 0.01857464 0.16312926 0.016773122 NA NA
#> 4 0.015085912 0.01671240 0.01622663 0.02022187 0.015099255 NA NA
#> 5 0.025000181 0.14022686 0.02681967 0.13578782 0.025016748 NA NA
#> 6 0.017747227 0.17845406 0.01858241 0.17313000 0.017767500 NA NA
#> 7 0.013814454 0.01464980 0.01543775 0.01798279 0.013822427 NA NA
#> 8 0.017958835 0.27362044 0.01841854 0.27258276 0.017983311 NA NA
#> 9 0.012933118 0.04306085 0.01542290 0.04027082 0.012935290 NA NA
#> 10 0.015742040 0.03499434 0.01860304 0.03161551 0.015747251 NA NA
#> 11 0.022932559 0.41067263 0.02493414 0.41200762 0.022946955 NA NA
#> 12 0.016039525 0.15464426 0.01627374 0.14706646 0.016062968 NA NA
#> 13 0.015598754 0.07278812 0.01549606 0.07656086 0.015627490 NA NA
#> 14 0.021579610 0.28998592 0.02237572 0.28458784 0.021602169 NA NA
#> 15 0.024044471 0.23110972 0.02629239 0.23313635 0.024057748 NA NA
#> 16 0.008718658 0.01537006 0.01654842 0.02137367 0.008710547 NA NA
#> 17 0.028276386 0.64397605 0.03044549 0.65063075 0.028289503 NA NA
#> 18 0.017136116 0.11277812 0.01776187 0.10627456 0.017160609 NA NA
#> 19 0.017949337 0.10543841 0.01878324 0.09912898 0.017969755 NA NA
#> 20 0.019291921 0.10652285 0.02028383 0.10558559 0.019312740 NA NA
#> 21 0.015684829 0.02888167 0.01781738 0.04123506 0.015693590 NA NA
#> 22 0.015071698 0.16359215 0.01578551 0.15601575 0.015088466 NA NA
#> 23 0.015600798 0.08229783 0.01576260 0.08968194 0.015624206 NA NA
#> NBRPLT.gt0 AOI AREAUSED
#> 1 24 1 2757613
#> 2 26 1 1837124
#> 3 53 1 5930088
#> 4 2 1 1428579
#> 5 8 1 1283969
#> 6 22 1 2671802
#> 7 2 1 1720074
#> 8 38 1 2616954
#> 9 7 1 3440445
#> 10 2 1 1681849
#> 11 99 1 4459826
#> 12 12 1 2021729
#> 13 8 1 1350969
#> 14 20 1 1617318
#> 15 44 1 3158807
#> 16 9 1 6714319
#> 17 94 1 2701941
#> 18 6 1 1336034
#> 19 4 1 1435352
#> 20 8 1 1536038
#> 21 14 1 3072988
#> 22 36 1 5096959
#> 23 18 1 2729653
#>
# Fit an area level Fay-Herriot hierarchical Bayesian model with `hbsae`
modSAarea(SApopdatlst = SApopdat,
SApackage = "hbsae",
SAmethod = "area")
#> generating estimates for... SApopdat
#> need to add SAdomsdf when addSAdomsdf = TRUE
#> COND_STATUS_CD == 1
#> filter removed 2620 records: COND_STATUS_CD == 1
#> COND_STATUS_CD == 1
#> getting estimates for AREA_ADJ...
#> using the following predictors...dem, tcc, tpi, tnt2
#> using following predictors for unit-level models...dem, tcc, tpi, tnt2
#> REML estimate of variance ratio: 0.03714
#> numerical integration of f(x): 7.289 with absolute error < 3.3e-09
#> numerical integration of x*f(x): 0.319 with absolute error < 3.4e-10
#> posterior mean for variance ratio: 0.04376
#> using following predictors for area-level models...dem, tcc, tpi, tnt2
#>
#>
#> there was an error in area-level hbsae model
#> getting output...
#> $est
#> Key: <DOMAIN>
#> DOMAIN Estimate Percent Sampling Error
#> <char> <num> <num>
#> 1: 1 NA NA
#> 2: 11 NA NA
#> 3: 13 NA NA
#> 4: 15 NA NA
#> 5: 17 NA NA
#> 6: 19 NA NA
#> 7: 21 NA NA
#> 8: 23 NA NA
#> 9: 25 NA NA
#> 10: 27 NA NA
#> 11: 29 NA NA
#> 12: 3 NA NA
#> 13: 31 NA NA
#> 14: 33 NA NA
#> 15: 35 NA NA
#> 16: 37 NA NA
#> 17: 39 NA NA
#> 18: 41 NA NA
#> 19: 43 NA NA
#> 20: 45 NA NA
#> 21: 5 NA NA
#> 22: 7 NA NA
#> 23: 9 NA NA
#> DOMAIN Estimate Percent Sampling Error
#>
#> $raw
#> $raw$dunit_totest
#> DOMAIN nhat nhat.se NBRPLT.gt0 estimator AREAUSED nhat.var est est.var
#> 1 1 NA NA 24 hbsaeA 2757613 NA NA NA
#> 2 11 NA NA 26 hbsaeA 1837124 NA NA NA
#> 3 13 NA NA 53 hbsaeA 5930088 NA NA NA
#> 4 15 NA NA 2 hbsaeA 1428579 NA NA NA
#> 5 17 NA NA 8 hbsaeA 1283969 NA NA NA
#> 6 19 NA NA 22 hbsaeA 2671802 NA NA NA
#> 7 21 NA NA 2 hbsaeA 1720074 NA NA NA
#> 8 23 NA NA 38 hbsaeA 2616954 NA NA NA
#> 9 25 NA NA 7 hbsaeA 3440445 NA NA NA
#> 10 27 NA NA 2 hbsaeA 1681849 NA NA NA
#> 11 29 NA NA 99 hbsaeA 4459826 NA NA NA
#> 12 3 NA NA 12 hbsaeA 2021729 NA NA NA
#> 13 31 NA NA 8 hbsaeA 1350969 NA NA NA
#> 14 33 NA NA 20 hbsaeA 1617318 NA NA NA
#> 15 35 NA NA 44 hbsaeA 3158807 NA NA NA
#> 16 37 NA NA 9 hbsaeA 6714319 NA NA NA
#> 17 39 NA NA 94 hbsaeA 2701941 NA NA NA
#> 18 41 NA NA 6 hbsaeA 1336034 NA NA NA
#> 19 43 NA NA 4 hbsaeA 1435352 NA NA NA
#> 20 45 NA NA 8 hbsaeA 1536038 NA NA NA
#> 21 5 NA NA 14 hbsaeA 3072988 NA NA NA
#> 22 7 NA NA 36 hbsaeA 5096959 NA NA NA
#> 23 9 NA NA 18 hbsaeA 2729653 NA NA NA
#> est.se est.cv pse CI99left CI99right CI95left CI95right CI68left CI68right
#> 1 NA NA NA 0 NA 0 NA 0 NA
#> 2 NA NA NA 0 NA 0 NA 0 NA
#> 3 NA NA NA 0 NA 0 NA 0 NA
#> 4 NA NA NA 0 NA 0 NA 0 NA
#> 5 NA NA NA 0 NA 0 NA 0 NA
#> 6 NA NA NA 0 NA 0 NA 0 NA
#> 7 NA NA NA 0 NA 0 NA 0 NA
#> 8 NA NA NA 0 NA 0 NA 0 NA
#> 9 NA NA NA 0 NA 0 NA 0 NA
#> 10 NA NA NA 0 NA 0 NA 0 NA
#> 11 NA NA NA 0 NA 0 NA 0 NA
#> 12 NA NA NA 0 NA 0 NA 0 NA
#> 13 NA NA NA 0 NA 0 NA 0 NA
#> 14 NA NA NA 0 NA 0 NA 0 NA
#> 15 NA NA NA 0 NA 0 NA 0 NA
#> 16 NA NA NA 0 NA 0 NA 0 NA
#> 17 NA NA NA 0 NA 0 NA 0 NA
#> 18 NA NA NA 0 NA 0 NA 0 NA
#> 19 NA NA NA 0 NA 0 NA 0 NA
#> 20 NA NA NA 0 NA 0 NA 0 NA
#> 21 NA NA NA 0 NA 0 NA 0 NA
#> 22 NA NA NA 0 NA 0 NA 0 NA
#> 23 NA NA NA 0 NA 0 NA 0 NA
#>
#> $raw$domdat
#> PLT_CN DOMAIN dem tcc tpi tnt AOI tnt2 CONDID CONDPROP_ADJ
#> 1 40404728010690 1 2372 0 10.625 2 1 1 1 1.0000000
#> 2 40404729010690 1 2382 5 0.750 2 1 1 1 1.0000000
#> 3 40404730010690 1 2274 45 -12.125 1 1 0 1 1.0000000
#> 4 40404731010690 1 2203 0 -0.125 2 1 1 1 1.0000000
#> 5 40404733010690 1 2276 0 1.250 2 1 1 1 1.0000000
#> 6 40404734010690 1 2178 0 0.125 2 1 1 1 1.0000000
#> 7 40404735010690 1 2214 0 0.875 2 1 1 1 1.0000000
#> 8 40404736010690 1 2229 0 0.750 2 1 1 1 1.0000000
#> 9 40404737010690 1 2576 16 2.500 1 1 0 1 0.7500000
#> 10 40404737010690 1 2576 16 2.500 1 1 0 2 0.2500000
#> 11 40404738010690 1 2434 27 -0.750 1 1 0 1 1.0000000
#> 12 40404739010690 1 2129 0 -0.625 2 1 1 1 1.0000000
#> 13 40404740010690 1 2261 0 1.875 2 1 1 1 1.0000000
#> 14 40404742010690 1 2202 1 -8.625 2 1 1 1 1.0000000
#> 15 40404743010690 1 2177 16 -1.125 2 1 1 1 1.0000000
#> 16 40404744010690 1 2108 0 -0.500 2 1 1 1 1.0000000
#> 17 40404745010690 1 2218 0 0.625 2 1 1 1 1.0000000
#> 18 40404746010690 1 2011 5 22.375 2 1 1 1 0.3762227
#> 19 40404746010690 1 2011 5 22.375 2 1 1 2 0.6237773
#> 20 40404747010690 1 2171 0 0.500 2 1 1 1 1.0000000
#> 21 40404748010690 1 2183 0 -1.875 2 1 1 1 1.0000000
#> 22 40404749010690 1 2125 0 3.000 2 1 1 1 1.0000000
#> 23 40404750010690 1 2078 0 1.000 2 1 1 1 1.0000000
#> 24 40404751010690 1 2181 0 0.000 2 1 1 1 1.0000000
#> 25 40404752010690 1 2142 0 -0.875 2 1 1 1 1.0000000
#> 26 40404753010690 1 2110 0 2.125 2 1 1 1 1.0000000
#> 27 40404754010690 1 2179 0 -1.500 2 1 1 1 1.0000000
#> 28 40404755010690 1 1861 19 1.875 1 1 0 1 1.0000000
#> 29 40404756010690 1 2201 0 -2.250 2 1 1 1 1.0000000
#> 30 40404757010690 1 2221 0 0.250 2 1 1 1 1.0000000
#> 31 40404758010690 1 2161 0 2.625 2 1 1 1 1.0000000
#> 32 40404759010690 1 2124 3 4.500 2 1 1 1 1.0000000
#> 33 40404760010690 1 2117 0 0.750 2 1 1 1 1.0000000
#> 34 40404761010690 1 2262 4 9.000 2 1 1 1 1.0000000
#> 35 40404762010690 1 2170 3 -4.375 2 1 1 1 1.0000000
#> 36 40404763010690 1 2071 0 -0.375 2 1 1 1 1.0000000
#> 37 40404764010690 1 2080 0 -0.625 2 1 1 1 1.0000000
#> 38 40404765010690 1 2182 1 -2.375 2 1 1 1 1.0000000
#> 39 40404766010690 1 2207 1 13.500 2 1 1 1 1.0000000
#> 40 40404768010690 1 2017 3 -0.625 2 1 1 1 1.0000000
#> 41 40404769010690 1 2098 0 1.250 2 1 1 1 1.0000000
#> 42 40404770010690 1 2123 0 0.375 2 1 1 1 1.0000000
#> 43 40404771010690 1 2184 0 -2.000 2 1 1 1 1.0000000
#> 44 40404772010690 1 2158 1 1.375 2 1 1 1 1.0000000
#> 45 40404773010690 1 1861 0 -6.875 2 1 1 1 1.0000000
#> 46 40404774010690 1 2092 0 -1.000 2 1 1 1 1.0000000
#> 47 40404775010690 1 2081 0 -0.875 2 1 1 1 1.0000000
#> 48 40404776010690 1 2098 9 0.125 2 1 1 1 1.0000000
#> 49 40404777010690 1 2053 0 0.250 2 1 1 1 1.0000000
#> 50 40404778010690 1 2153 0 -1.875 2 1 1 1 1.0000000
#> 51 40404779010690 1 2114 0 4.250 2 1 1 1 1.0000000
#> 52 40404780010690 1 2141 0 0.000 2 1 1 1 1.0000000
#> 53 40404781010690 1 2187 0 0.750 2 1 1 1 1.0000000
#> 54 40404782010690 1 1828 0 -2.500 2 1 1 1 1.0000000
#> 55 40404783010690 1 2154 0 -0.375 2 1 1 1 1.0000000
#> 56 40404784010690 1 2091 1 -0.875 2 1 1 1 1.0000000
#> 57 40404785010690 1 2117 2 6.250 2 1 1 1 1.0000000
#> 58 40404786010690 1 2155 0 -0.625 2 1 1 1 1.0000000
#> 59 40404787010690 1 2158 0 2.625 2 1 1 1 1.0000000
#> 60 40404788010690 1 2137 12 -4.000 2 1 1 1 1.0000000
#> 61 40404789010690 1 2177 0 -1.875 2 1 1 1 1.0000000
#> 62 40404790010690 1 2149 2 -0.250 2 1 1 1 1.0000000
#> 63 40404791010690 1 2170 0 -0.375 2 1 1 1 1.0000000
#> 64 40404792010690 1 2225 5 1.500 2 1 1 1 1.0000000
#> 65 40404793010690 1 2134 14 0.500 2 1 1 1 1.0000000
#> 66 40404794010690 1 2146 0 -0.625 2 1 1 1 1.0000000
#> 67 40404795010690 1 2149 0 0.125 2 1 1 1 1.0000000
#> 68 40404796010690 1 2201 0 0.625 2 1 1 1 1.0000000
#> 69 40404798010690 1 2015 0 -4.625 2 1 1 1 1.0000000
#> 70 40404799010690 1 2213 0 -0.375 2 1 1 1 1.0000000
#> 71 40404800010690 1 2180 0 0.125 2 1 1 1 1.0000000
#> 72 40404801010690 1 2444 2 -4.125 2 1 1 1 1.0000000
#> 73 40404802010690 1 2352 1 -2.500 2 1 1 1 1.0000000
#> 74 40404803010690 1 2298 0 4.250 2 1 1 1 1.0000000
#> 75 40404804010690 1 2158 0 -0.375 2 1 1 1 1.0000000
#> 76 40404805010690 1 2452 2 0.125 2 1 1 1 1.0000000
#> 77 40404806010690 1 2319 1 -0.375 2 1 1 1 1.0000000
#> 78 40404807010690 1 2256 0 -2.625 2 1 1 1 1.0000000
#> 79 40404808010690 1 2160 4 0.000 2 1 1 1 1.0000000
#> 80 40404809010690 1 2190 0 0.750 2 1 1 1 1.0000000
#> 81 40404810010690 1 2268 9 -6.000 2 1 1 1 0.7500000
#> 82 40404810010690 1 2268 9 -6.000 2 1 1 2 0.2500000
#> 83 40404811010690 1 2184 6 0.125 2 1 1 1 1.0000000
#> 84 40404812010690 1 2171 3 0.000 2 1 1 1 1.0000000
#> 85 40404813010690 1 2181 0 0.000 2 1 1 1 1.0000000
#> 86 40404814010690 1 2229 0 -0.125 2 1 1 1 1.0000000
#> 87 40404816010690 1 2343 1 -0.375 2 1 1 1 1.0000000
#> 88 40404817010690 1 2259 1 -0.125 2 1 1 1 1.0000000
#> 89 40404818010690 1 3397 11 -7.375 2 1 1 1 1.0000000
#> 90 40404819010690 1 2190 3 -0.125 2 1 1 1 1.0000000
#> 91 40404820010690 1 2394 7 4.000 2 1 1 1 1.0000000
#> 92 40404821010690 1 3136 41 25.500 1 1 0 1 1.0000000
#> 93 40404822010690 1 3152 41 -1.000 1 1 0 1 1.0000000
#> 94 40404823010690 1 2296 2 0.000 2 1 1 1 1.0000000
#> 95 40404824010690 1 2260 12 -4.250 2 1 1 1 1.0000000
#> 96 40404825010690 1 2202 0 0.750 2 1 1 1 1.0000000
#> 97 40404826010690 1 2421 0 -0.250 2 1 1 1 1.0000000
#> 98 40404827010690 1 2904 52 -2.000 1 1 0 1 1.0000000
#> 99 40404828010690 1 2404 3 -0.500 2 1 1 1 1.0000000
#> 100 40404829010690 1 2224 0 -0.500 2 1 1 1 1.0000000
#> 101 40404830010690 1 2184 2 -0.250 2 1 1 1 1.0000000
#> 102 40404831010690 1 2462 9 8.875 2 1 1 1 1.0000000
#> 103 40404832010690 1 2334 1 4.000 2 1 1 1 1.0000000
#> 104 40404833010690 1 2414 11 0.375 2 1 1 1 1.0000000
#> 105 40404834010690 1 2210 7 0.500 1 1 0 1 1.0000000
#> 106 40404835010690 1 2266 0 0.250 2 1 1 1 1.0000000
#> 107 40404837010690 1 2925 54 -1.500 1 1 0 1 1.0000000
#> 108 40404838010690 1 2727 8 -11.125 1 1 0 1 1.0000000
#> 109 40404839010690 1 2312 0 0.750 2 1 1 1 1.0000000
#> 110 40404840010690 1 2533 9 -0.500 2 1 1 1 1.0000000
#> 111 40404842010690 1 2233 0 1.125 2 1 1 1 1.0000000
#> 112 40404843010690 1 2489 1 0.250 2 1 1 1 1.0000000
#> 113 40404844010690 1 2781 51 -0.250 1 1 0 1 1.0000000
#> 114 40404845010690 1 2733 53 0.625 1 1 0 1 1.0000000
#> 115 40404846010690 1 2256 1 -1.000 2 1 1 1 1.0000000
#> 116 40404847010690 1 2245 0 2.625 2 1 1 1 1.0000000
#> 117 40404848010690 1 2299 0 1.500 2 1 1 1 1.0000000
#> 118 40404849010690 1 2424 0 0.750 2 1 1 1 1.0000000
#> 119 40404850010690 1 2452 0 -1.500 2 1 1 1 1.0000000
#> 120 40404851010690 1 2682 33 5.625 1 1 0 1 0.7675430
#> 121 40404851010690 1 2682 33 5.625 1 1 0 2 0.2324570
#> 122 40404852010690 1 2303 0 0.125 2 1 1 1 1.0000000
#> 123 40404853010690 1 2253 0 0.000 2 1 1 1 1.0000000
#> 124 40404854010690 1 2411 3 -0.750 2 1 1 1 1.0000000
#> 125 40404855010690 1 2374 3 -1.000 2 1 1 1 1.0000000
#> 126 40404856010690 1 2424 4 2.500 2 1 1 1 1.0000000
#> 127 40404857010690 1 2459 0 0.375 2 1 1 1 1.0000000
#> 128 40404858010690 1 2132 0 1.000 2 1 1 1 1.0000000
#> 129 40404859010690 1 1888 1 -2.125 2 1 1 1 1.0000000
#> 130 40404860010690 1 2134 0 -1.875 2 1 1 1 1.0000000
#> 131 40404861010690 1 2241 1 0.125 2 1 1 1 1.0000000
#> 132 40404862010690 1 2228 0 2.125 2 1 1 1 1.0000000
#> 133 40404863010690 1 2216 0 -0.750 2 1 1 1 1.0000000
#> 134 40404864010690 1 2870 33 4.250 1 1 0 1 1.0000000
#> 135 40404865010690 1 2221 0 -0.750 2 1 1 1 1.0000000
#> 136 40404866010690 1 2784 45 -1.125 1 1 0 1 1.0000000
#> 137 40404867010690 1 2355 0 1.000 2 1 1 1 1.0000000
#> 138 40404868010690 3 1396 3 -0.625 2 1 1 1 1.0000000
#> 139 40404869010690 3 1333 1 -0.125 2 1 1 1 1.0000000
#> 140 40404870010690 3 1574 0 2.000 2 1 1 1 1.0000000
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#> 1964 40406674010690 29 2822 25 8.125 1 1 0 1 0.5000000
#> 1965 40406674010690 29 2822 25 8.125 1 1 0 2 0.5000000
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#> 1995 40406702010690 29 1261 1 -0.750 2 1 1 1 1.0000000
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#> 1999 40406706010690 29 2457 51 5.250 1 1 0 1 1.0000000
#> 2000 40406707010690 29 2622 62 3.500 1 1 0 1 1.0000000
#> 2001 40406708010690 29 2549 54 1.750 1 1 0 1 0.7500000
#> 2002 40406708010690 29 2549 54 1.750 1 1 0 2 0.2500000
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#> 2975 40407638010690 39 2151 61 -2.625 1 1 0 1 1.0000000
#> 2976 40407639010690 39 2865 22 0.250 1 1 0 1 1.0000000
#> 2977 40407640010690 39 3050 3 0.500 2 1 1 1 1.0000000
#> 2978 40407641010690 39 2186 33 -4.375 1 1 0 1 1.0000000
#> 2979 40407642010690 39 1817 11 -0.625 2 1 1 1 1.0000000
#> 2980 40407643010690 39 2946 26 -2.250 1 1 0 1 1.0000000
#> 2981 40407644010690 39 2390 3 3.000 1 1 0 1 1.0000000
#> 2982 40407645010690 39 2731 14 6.250 2 1 1 1 1.0000000
#> 2983 40407646010690 39 2737 52 3.750 1 1 0 1 0.7500000
#> 2984 40407646010690 39 2737 52 3.750 1 1 0 2 0.2500000
#> 2985 40407647010690 39 2143 24 0.500 1 1 0 1 0.7500000
#> 2986 40407647010690 39 2143 24 0.500 1 1 0 2 0.2500000
#> 2987 40407648010690 39 2532 46 6.000 1 1 0 1 1.0000000
#> 2988 40407649010690 39 1910 43 -3.000 1 1 0 1 1.0000000
#> 2989 40407650010690 39 2361 42 -5.500 1 1 0 1 0.2500000
#> 2990 40407650010690 39 2361 42 -5.500 1 1 0 2 0.7500000
#> 2991 40407651010690 39 2449 56 -2.125 1 1 0 1 1.0000000
#> 2992 40407652010690 39 2510 62 -7.875 1 1 0 1 1.0000000
#> 2993 40407653010690 39 2501 34 5.875 1 1 0 1 1.0000000
#> 2994 40407654010690 39 2239 26 8.750 1 1 0 1 0.7500000
#> 2995 40407654010690 39 2239 26 8.750 1 1 0 2 0.2500000
#> 2996 40407655010690 39 2905 17 -15.875 1 1 0 1 1.0000000
#> 2997 40407656010690 39 3030 4 8.750 2 1 1 1 1.0000000
#> 2998 40407657010690 39 2727 33 3.250 2 1 1 1 1.0000000
#> 2999 40407658010690 39 2726 48 3.625 1 1 0 1 0.7500000
#> 3000 40407658010690 39 2726 48 3.625 1 1 0 2 0.2500000
#> 3001 40407659010690 39 2268 57 -13.000 1 1 0 1 1.0000000
#> 3002 40407660010690 39 2294 18 13.125 2 1 1 1 1.0000000
#> 3003 40407661010690 41 2353 5 -9.625 2 1 1 1 1.0000000
#> 3004 40407662010690 41 1945 1 -1.000 2 1 1 1 1.0000000
#> 3005 40407663010690 41 1971 2 1.000 2 1 1 1 1.0000000
#> 3006 40407664010690 41 2227 0 2.750 2 1 1 1 1.0000000
#> 3007 40407665010690 41 2113 0 1.875 2 1 1 1 1.0000000
#> 3008 40407666010690 41 1983 0 -2.125 2 1 1 1 1.0000000
#> 3009 40407667010690 41 2020 0 -0.125 2 1 1 1 1.0000000
#> 3010 40407668010690 41 2264 11 -1.875 2 1 1 1 1.0000000
#> 3011 40407669010690 41 2280 3 -0.500 2 1 1 1 1.0000000
#> 3012 40407671010690 41 2078 0 -0.250 2 1 1 1 1.0000000
#> 3013 40407672010690 41 2005 1 0.000 2 1 1 1 1.0000000
#> 3014 40407673010690 41 2009 0 1.375 2 1 1 1 1.0000000
#> 3015 40407674010690 41 2375 3 -3.500 2 1 1 1 1.0000000
#> 3016 40407675010690 41 2014 0 -3.500 2 1 1 1 1.0000000
#> 3017 40407676010690 41 1981 0 0.000 2 1 1 1 1.0000000
#> 3018 40407677010690 41 2089 0 -2.125 2 1 1 1 1.0000000
#> 3019 40407678010690 41 2128 0 -0.375 2 1 1 1 1.0000000
#> 3020 40407679010690 41 2130 0 -9.625 2 1 1 1 1.0000000
#> 3021 40407680010690 41 2013 2 0.000 2 1 1 1 1.0000000
#> 3022 40407681010690 41 2118 0 -7.375 2 1 1 1 1.0000000
#> 3023 40407682010690 41 2079 0 -1.375 2 1 1 1 1.0000000
#> 3024 40407683010690 41 2134 0 0.125 2 1 1 1 1.0000000
#> 3025 40407684010690 41 2028 3 -0.375 2 1 1 1 1.0000000
#> 3026 40407685010690 41 2117 0 -0.250 2 1 1 1 1.0000000
#> 3027 40407686010690 41 2294 0 2.125 2 1 1 1 0.5000000
#> 3028 40407686010690 41 2294 0 2.125 2 1 1 2 0.5000000
#> 3029 40407687010690 41 2270 0 1.000 2 1 1 1 1.0000000
#> 3030 40407688010690 41 2146 4 4.250 2 1 1 1 0.7500000
#> 3031 40407688010690 41 2146 4 4.250 2 1 1 2 0.2500000
#> 3032 40407689010690 41 2265 1 -0.875 2 1 1 1 1.0000000
#> 3033 40407690010690 41 2031 1 -0.250 2 1 1 1 1.0000000
#> 3034 40407691010690 41 1996 0 0.500 2 1 1 1 1.0000000
#> 3035 40407692010690 41 2171 0 2.875 2 1 1 1 1.0000000
#> 3036 40407693010690 41 2292 0 1.625 2 1 1 1 1.0000000
#> 3037 40407694010690 41 2051 0 -1.500 2 1 1 1 1.0000000
#> 3038 40407695010690 41 2220 0 3.000 2 1 1 1 1.0000000
#> 3039 40407696010690 41 2203 1 0.125 2 1 1 1 1.0000000
#> 3040 40407697010690 41 2212 0 0.375 2 1 1 1 1.0000000
#> 3041 40407698010690 41 2200 0 0.125 2 1 1 1 1.0000000
#> 3042 40407699010690 41 2287 0 0.125 2 1 1 1 1.0000000
#> 3043 40407700010690 41 2309 1 6.375 2 1 1 1 1.0000000
#> 3044 40407701010690 41 2366 2 -14.000 2 1 1 1 1.0000000
#> 3045 40407702010690 41 2367 1 0.000 2 1 1 1 1.0000000
#> 3046 40407703010690 41 2372 0 1.125 2 1 1 1 1.0000000
#> 3047 40407704010690 41 2281 1 0.375 2 1 1 1 1.0000000
#> 3048 40407705010690 41 2539 8 -0.500 1 1 0 1 1.0000000
#> 3049 40407706010690 41 2502 10 0.625 1 1 0 1 1.0000000
#> 3050 40407707010690 41 2417 3 0.875 2 1 1 1 1.0000000
#> 3051 40407708010690 41 2497 7 2.875 2 1 1 1 1.0000000
#> 3052 40407709010690 41 2674 62 0.500 1 1 0 1 1.0000000
#> 3053 40407710010690 41 2415 5 0.625 2 1 1 1 1.0000000
#> 3054 40407711010690 41 2337 15 1.375 2 1 1 1 1.0000000
#> 3055 40407714010690 41 2799 44 -3.000 2 1 1 1 0.7500000
#> 3056 40407714010690 41 2799 44 -3.000 2 1 1 2 0.2500000
#> 3057 40407715010690 41 2450 2 -2.375 2 1 1 1 1.0000000
#> 3058 40407716010690 41 2009 0 -4.875 2 1 1 1 1.0000000
#> 3059 40407717010690 41 2069 35 2.500 2 1 1 1 1.0000000
#> 3060 40407718010690 41 2140 21 -1.500 2 1 1 1 1.0000000
#> 3061 40407719010690 41 1992 0 -0.875 2 1 1 1 1.0000000
#> 3062 40407720010690 41 1968 0 -2.375 2 1 1 1 1.0000000
#> 3063 40407721010690 41 1973 0 -1.250 2 1 1 1 1.0000000
#> 3064 40407722010690 41 2026 0 -0.625 2 1 1 1 1.0000000
#> 3065 40407723010690 41 2114 0 -0.750 2 1 1 1 1.0000000
#> 3066 40407724010690 41 2202 14 0.000 2 1 1 1 1.0000000
#> 3067 40407725010690 41 2253 0 -2.750 2 1 1 1 1.0000000
#> 3068 40407726010690 41 2171 0 -1.000 2 1 1 1 1.0000000
#> 3069 40407728010690 43 1591 1 7.250 2 1 1 1 1.0000000
#> 3070 40407729010690 43 1381 1 2.625 2 1 1 1 1.0000000
#> 3071 40407730010690 43 1288 0 -0.750 2 1 1 1 1.0000000
#> 3072 40407731010690 43 1411 0 0.625 2 1 1 1 1.0000000
#> 3073 40407732010690 43 1585 3 7.875 2 1 1 1 1.0000000
#> 3074 40407733010690 43 2674 32 0.125 1 1 0 1 1.0000000
#> 3075 40407734010690 43 1383 0 -0.375 2 1 1 1 1.0000000
#> 3076 40407735010690 43 1322 1 10.125 2 1 1 1 1.0000000
#> 3077 40407736010690 43 1360 2 -4.875 2 1 1 1 1.0000000
#> 3078 40407737010690 43 2426 43 -11.750 1 1 0 1 1.0000000
#> 3079 40407738010690 43 1431 0 1.875 2 1 1 1 1.0000000
#> 3080 40407739010690 43 1407 0 -0.625 2 1 1 1 1.0000000
#> 3081 40407740010690 43 1301 0 -0.500 2 1 1 1 1.0000000
#> 3082 40407741010690 43 1233 11 0.375 2 1 1 1 1.0000000
#> 3083 40407742010690 43 1418 1 -2.625 2 1 1 1 1.0000000
#> 3084 40407743010690 43 1891 4 -1.250 2 1 1 1 1.0000000
#> 3085 40407744010690 43 1519 4 -0.125 2 1 1 1 1.0000000
#> 3086 40407745010690 43 1372 0 -0.250 2 1 1 1 1.0000000
#> 3087 40407746010690 43 1371 0 -1.375 2 1 1 1 1.0000000
#> 3088 40407747010690 43 1298 1 -2.875 2 1 1 1 1.0000000
#> 3089 40407748010690 43 1372 0 2.000 2 1 1 1 1.0000000
#> 3090 40407749010690 43 1401 0 -0.125 2 1 1 1 1.0000000
#> 3091 40407750010690 43 1491 8 -8.500 2 1 1 1 1.0000000
#> 3092 40407751010690 43 1531 2 -1.000 2 1 1 1 1.0000000
#> 3093 40407752010690 43 1378 0 5.750 2 1 1 1 1.0000000
#> 3094 40407753010690 43 1350 0 2.500 2 1 1 1 1.0000000
#> 3095 40407754010690 43 1475 0 -7.375 2 1 1 1 1.0000000
#> 3096 40407755010690 43 1474 2 -4.500 2 1 1 1 1.0000000
#> 3097 40407756010690 43 2232 2 0.000 2 1 1 1 1.0000000
#> 3098 40407757010690 43 1574 0 -3.875 2 1 1 1 1.0000000
#> 3099 40407758010690 43 1312 0 -2.500 2 1 1 1 1.0000000
#> 3100 40407759010690 43 1353 3 0.750 2 1 1 1 1.0000000
#> 3101 40407760010690 43 1459 0 1.500 2 1 1 1 1.0000000
#> 3102 40407761010690 43 2217 1 7.500 2 1 1 1 1.0000000
#> 3103 40407762010690 43 1389 0 -1.125 2 1 1 1 1.0000000
#> 3104 40407763010690 43 1408 0 3.250 2 1 1 1 1.0000000
#> 3105 40407764010690 43 1445 0 11.625 2 1 1 1 1.0000000
#> 3106 40407765010690 43 1416 0 -4.750 2 1 1 1 1.0000000
#> 3107 40407766010690 43 1341 0 -4.875 2 1 1 1 1.0000000
#> 3108 40407767010690 43 1362 0 -5.875 2 1 1 1 1.0000000
#> 3109 40407768010690 43 1526 2 2.625 2 1 1 1 1.0000000
#> 3110 40407769010690 43 1494 0 -7.375 2 1 1 1 1.0000000
#> 3111 40407771010690 43 1562 14 -17.250 2 1 1 1 1.0000000
#> 3112 40407772010690 43 1390 0 -5.750 2 1 1 1 1.0000000
#> 3113 40407773010690 43 1569 0 -0.500 2 1 1 1 1.0000000
#> 3114 40407774010690 43 1836 52 4.250 1 1 0 1 1.0000000
#> 3115 40407775010690 43 2153 7 10.250 2 1 1 1 1.0000000
#> 3116 40407776010690 43 1582 0 1.750 2 1 1 1 1.0000000
#> 3117 40407778010690 43 1477 1 -0.375 2 1 1 1 1.0000000
#> 3118 40407779010690 43 1611 0 2.625 2 1 1 1 1.0000000
#> 3119 40407780010690 43 1565 26 -3.875 2 1 1 1 1.0000000
#> 3120 40407781010690 43 1619 0 7.125 2 1 1 1 1.0000000
#> 3121 40407782010690 43 1678 6 17.125 2 1 1 1 1.0000000
#> 3122 40407783010690 43 1933 25 1.375 2 1 1 1 1.0000000
#> 3123 40407784010690 43 2335 6 -7.125 1 1 0 1 1.0000000
#> 3124 40407785010690 43 1687 1 7.250 2 1 1 1 1.0000000
#> 3125 40407786010690 43 2274 26 0.500 2 1 1 1 1.0000000
#> 3126 40407787010690 43 2095 4 -7.625 2 1 1 1 1.0000000
#> 3127 40407788010690 43 2124 4 -1.250 2 1 1 1 1.0000000
#> 3128 40407789010690 43 2175 4 0.625 2 1 1 1 1.0000000
#> 3129 40407790010690 43 1339 5 3.500 2 1 1 1 1.0000000
#> 3130 40407791010690 43 1346 0 -6.625 2 1 1 1 1.0000000
#> 3131 40407792010690 43 1434 1 0.875 2 1 1 1 1.0000000
#> 3132 40407793010690 45 1371 1 1.500 2 1 1 1 1.0000000
#> 3133 40407794010690 45 1384 0 5.500 2 1 1 1 1.0000000
#> 3134 40407795010690 45 1375 22 -0.750 2 1 1 1 0.7500000
#> 3135 40407795010690 45 1375 22 -0.750 2 1 1 2 0.2500000
#> 3136 40407796010690 45 1671 19 -3.875 2 1 1 1 1.0000000
#> 3137 40407797010690 45 1342 1 1.000 2 1 1 1 1.0000000
#> 3138 40407798010690 45 1355 0 0.125 2 1 1 1 1.0000000
#> 3139 40407799010690 45 1351 8 0.000 2 1 1 1 1.0000000
#> 3140 40407800010690 45 1613 26 -12.750 2 1 1 1 0.7500000
#> 3141 40407800010690 45 1613 26 -12.750 2 1 1 2 0.2500000
#> 3142 40407801010690 45 1841 49 -5.875 1 1 0 1 1.0000000
#> 3143 40407802010690 45 1350 0 0.375 2 1 1 1 1.0000000
#> 3144 40407803010690 45 1311 0 0.000 2 1 1 1 1.0000000
#> 3145 40407804010690 45 1713 1 -6.500 1 1 0 1 1.0000000
#> 3146 40407805010690 45 1343 0 -0.625 2 1 1 1 1.0000000
#> 3147 40407806010690 45 1405 1 -0.125 2 1 1 1 1.0000000
#> 3148 40407807010690 45 1381 1 1.625 2 1 1 1 1.0000000
#> 3149 40407808010690 45 1347 0 6.375 2 1 1 1 1.0000000
#> 3150 40407810010690 45 1506 1 1.250 2 1 1 1 1.0000000
#> 3151 40407811010690 45 1501 1 1.000 2 1 1 1 1.0000000
#> 3152 40407812010690 45 1270 2 2.750 2 1 1 1 1.0000000
#> 3153 40407813010690 45 1244 0 -0.750 2 1 1 1 1.0000000
#> 3154 40407814010690 45 1481 27 -3.375 1 1 0 1 1.0000000
#> 3155 40407815010690 45 1854 62 10.000 1 1 0 1 1.0000000
#> 3156 40407816010690 45 1434 2 -4.125 2 1 1 1 1.0000000
#> 3157 40407817010690 45 1438 1 -5.500 2 1 1 1 1.0000000
#> 3158 40407818010690 45 1319 0 1.375 2 1 1 1 1.0000000
#> 3159 40407821010690 45 1410 2 -7.125 2 1 1 1 0.5000000
#> 3160 40407821010690 45 1410 2 -7.125 2 1 1 2 0.5000000
#> 3161 40407823010690 45 1395 1 0.625 2 1 1 1 1.0000000
#> 3162 40407824010690 45 1252 0 -0.500 2 1 1 1 1.0000000
#> 3163 40407825010690 45 1521 0 -1.125 2 1 1 1 1.0000000
#> 3164 40407826010690 45 1395 0 -1.375 2 1 1 1 1.0000000
#> 3165 40407827010690 45 1323 0 0.125 2 1 1 1 1.0000000
#> 3166 40407828010690 45 1344 0 -2.250 2 1 1 1 1.0000000
#> 3167 40407829010690 45 1198 8 -6.750 1 1 0 1 1.0000000
#> 3168 40407830010690 45 1216 0 -0.625 2 1 1 1 1.0000000
#> 3169 40407831010690 45 1834 51 4.625 1 1 0 1 0.7500000
#> 3170 40407831010690 45 1834 51 4.625 1 1 0 2 0.2500000
#> 3171 40407832010690 45 1366 0 1.375 2 1 1 1 1.0000000
#> 3172 40407833010690 45 1281 0 0.625 2 1 1 1 1.0000000
#> 3173 40407834010690 45 1275 0 -2.125 2 1 1 1 1.0000000
#> 3174 40407835010690 45 1228 0 -2.000 2 1 1 1 1.0000000
#> 3175 40407836010690 45 1274 0 -0.250 2 1 1 1 1.0000000
#> 3176 40407837010690 45 1432 5 -1.875 1 1 0 1 1.0000000
#> 3177 40407838010690 45 1364 0 7.250 2 1 1 1 1.0000000
#> 3178 40407839010690 45 1274 0 -1.375 2 1 1 1 1.0000000
#> 3179 40407840010690 45 1194 0 1.000 2 1 1 1 1.0000000
#> 3180 40407841010690 45 1344 0 0.375 2 1 1 1 1.0000000
#> 3181 40407842010690 45 1354 0 1.625 2 1 1 1 1.0000000
#> 3182 40407843010690 45 1279 0 -1.625 2 1 1 1 1.0000000
#> 3183 40407844010690 45 1202 0 -0.250 2 1 1 1 1.0000000
#> 3184 40407845010690 45 1522 6 6.750 1 1 0 1 1.0000000
#> 3185 40407846010690 45 1338 0 2.875 2 1 1 1 1.0000000
#> 3186 40407847010690 45 1324 0 4.125 2 1 1 1 1.0000000
#> 3187 40407848010690 45 1224 0 3.500 2 1 1 1 1.0000000
#> 3188 40407849010690 45 1197 0 -1.625 2 1 1 1 1.0000000
#> 3189 40407850010690 45 1348 0 1.250 2 1 1 1 1.0000000
#> 3190 40407851010690 45 1309 0 4.375 2 1 1 1 1.0000000
#> 3191 40407852010690 45 1157 0 -0.250 2 1 1 1 1.0000000
#> 3192 40407853010690 45 1163 0 2.625 2 1 1 1 1.0000000
#> 3193 40407854010690 45 1426 0 -5.625 2 1 1 1 1.0000000
#> 3194 40407855010690 45 1280 0 1.500 2 1 1 1 1.0000000
#> 3195 40407856010690 45 1182 0 0.625 2 1 1 1 1.0000000
#> 3196 40407857010690 45 1402 0 -1.125 2 1 1 1 1.0000000
#> 3197 40407858010690 45 1260 0 0.500 2 1 1 1 1.0000000
#> 3198 40407859010690 45 1275 0 5.250 2 1 1 1 1.0000000
#> 3199 40407860010690 45 1262 0 -0.500 2 1 1 1 1.0000000
#> 3200 40407861010690 45 1127 0 -1.625 2 1 1 1 0.7500000
#> 3201 40407861010690 45 1127 0 -1.625 2 1 1 2 0.2500000
#> 3202 40407862010690 45 1342 30 0.875 1 1 0 1 1.0000000
#> 3203 40407863010690 45 1334 3 -0.125 2 1 1 1 1.0000000
#> 3204 40407864010690 45 1379 0 1.750 2 1 1 1 1.0000000
#> 3205 40407865010690 45 1288 0 -0.375 2 1 1 1 1.0000000
#> 3206 40407866010690 45 1248 2 0.125 2 1 1 1 1.0000000
#> 3207 40407867010690 45 1286 0 2.875 2 1 1 1 1.0000000
#> 3208 40407868010690 45 1272 0 1.875 2 1 1 1 1.0000000
#> 3209 40407869010690 45 1209 0 1.250 2 1 1 1 1.0000000
#> 3210 46792188020004 29 2165 13 0.500 2 1 1 1 1.0000000
#> COND_STATUS_CD TOTAL AREA_ADJ LARGEBND
#> 1 NA NA 0.0000000 1
#> 2 1 1 1.0000000 1
#> 3 1 1 1.0000000 1
#> 4 NA NA 0.0000000 1
#> 5 NA NA 0.0000000 1
#> 6 NA NA 0.0000000 1
#> 7 NA NA 0.0000000 1
#> 8 NA NA 0.0000000 1
#> 9 NA NA 0.0000000 1
#> 10 1 1 0.2500000 1
#> 11 1 1 1.0000000 1
#> 12 NA NA 0.0000000 1
#> 13 NA NA 0.0000000 1
#> 14 1 1 1.0000000 1
#> 15 1 1 1.0000000 1
#> 16 NA NA 0.0000000 1
#> 17 NA NA 0.0000000 1
#> 18 NA NA 0.0000000 1
#> 19 1 1 0.6237773 1
#> 20 NA NA 0.0000000 1
#> 21 NA NA 0.0000000 1
#> 22 NA NA 0.0000000 1
#> 23 NA NA 0.0000000 1
#> 24 NA NA 0.0000000 1
#> 25 NA NA 0.0000000 1
#> 26 NA NA 0.0000000 1
#> 27 NA NA 0.0000000 1
#> 28 1 1 1.0000000 1
#> 29 NA NA 0.0000000 1
#> 30 NA NA 0.0000000 1
#> 31 1 1 1.0000000 1
#> 32 1 1 1.0000000 1
#> 33 NA NA 0.0000000 1
#> 34 NA NA 0.0000000 1
#> 35 1 1 1.0000000 1
#> 36 NA NA 0.0000000 1
#> 37 NA NA 0.0000000 1
#> 38 NA NA 0.0000000 1
#> 39 NA NA 0.0000000 1
#> 40 NA NA 0.0000000 1
#> 41 NA NA 0.0000000 1
#> 42 NA NA 0.0000000 1
#> 43 NA NA 0.0000000 1
#> 44 NA NA 0.0000000 1
#> 45 NA NA 0.0000000 1
#> 46 NA NA 0.0000000 1
#> 47 NA NA 0.0000000 1
#> 48 NA NA 0.0000000 1
#> 49 NA NA 0.0000000 1
#> 50 NA NA 0.0000000 1
#> 51 NA NA 0.0000000 1
#> 52 NA NA 0.0000000 1
#> 53 NA NA 0.0000000 1
#> 54 NA NA 0.0000000 1
#> 55 NA NA 0.0000000 1
#> 56 NA NA 0.0000000 1
#> 57 NA NA 0.0000000 1
#> 58 NA NA 0.0000000 1
#> 59 NA NA 0.0000000 1
#> 60 1 1 1.0000000 1
#> 61 NA NA 0.0000000 1
#> 62 NA NA 0.0000000 1
#> 63 NA NA 0.0000000 1
#> 64 NA NA 0.0000000 1
#> 65 NA NA 0.0000000 1
#> 66 NA NA 0.0000000 1
#> 67 NA NA 0.0000000 1
#> 68 NA NA 0.0000000 1
#> 69 NA NA 0.0000000 1
#> 70 NA NA 0.0000000 1
#> 71 NA NA 0.0000000 1
#> 72 NA NA 0.0000000 1
#> 73 NA NA 0.0000000 1
#> 74 NA NA 0.0000000 1
#> 75 NA NA 0.0000000 1
#> 76 NA NA 0.0000000 1
#> 77 NA NA 0.0000000 1
#> 78 NA NA 0.0000000 1
#> 79 NA NA 0.0000000 1
#> 80 NA NA 0.0000000 1
#> 81 NA NA 0.0000000 1
#> 82 NA NA 0.0000000 1
#> 83 NA NA 0.0000000 1
#> 84 NA NA 0.0000000 1
#> 85 NA NA 0.0000000 1
#> 86 NA NA 0.0000000 1
#> 87 NA NA 0.0000000 1
#> 88 NA NA 0.0000000 1
#> 89 NA NA 0.0000000 1
#> 90 NA NA 0.0000000 1
#> 91 NA NA 0.0000000 1
#> 92 1 1 1.0000000 1
#> 93 1 1 1.0000000 1
#> 94 NA NA 0.0000000 1
#> 95 NA NA 0.0000000 1
#> 96 NA NA 0.0000000 1
#> 97 NA NA 0.0000000 1
#> 98 1 1 1.0000000 1
#> 99 NA NA 0.0000000 1
#> 100 NA NA 0.0000000 1
#> 101 NA NA 0.0000000 1
#> 102 1 1 1.0000000 1
#> 103 NA NA 0.0000000 1
#> 104 NA NA 0.0000000 1
#> 105 NA NA 0.0000000 1
#> 106 NA NA 0.0000000 1
#> 107 1 1 1.0000000 1
#> 108 1 1 1.0000000 1
#> 109 NA NA 0.0000000 1
#> 110 NA NA 0.0000000 1
#> 111 NA NA 0.0000000 1
#> 112 1 1 1.0000000 1
#> 113 1 1 1.0000000 1
#> 114 1 1 1.0000000 1
#> 115 NA NA 0.0000000 1
#> 116 NA NA 0.0000000 1
#> 117 NA NA 0.0000000 1
#> 118 NA NA 0.0000000 1
#> 119 NA NA 0.0000000 1
#> 120 1 1 0.7675430 1
#> 121 NA NA 0.0000000 1
#> 122 NA NA 0.0000000 1
#> 123 NA NA 0.0000000 1
#> 124 NA NA 0.0000000 1
#> 125 NA NA 0.0000000 1
#> 126 NA NA 0.0000000 1
#> 127 NA NA 0.0000000 1
#> 128 NA NA 0.0000000 1
#> 129 NA NA 0.0000000 1
#> 130 NA NA 0.0000000 1
#> 131 NA NA 0.0000000 1
#> 132 NA NA 0.0000000 1
#> 133 NA NA 0.0000000 1
#> 134 1 1 1.0000000 1
#> 135 NA NA 0.0000000 1
#> 136 1 1 1.0000000 1
#> 137 NA NA 0.0000000 1
#> 138 NA NA 0.0000000 1
#> 139 NA NA 0.0000000 1
#> 140 NA NA 0.0000000 1
#> 141 NA NA 0.0000000 1
#> 142 NA NA 0.0000000 1
#> 143 NA NA 0.0000000 1
#> 144 NA NA 0.0000000 1
#> 145 NA NA 0.0000000 1
#> 146 1 1 0.7500000 1
#> 147 1 1 0.2500000 1
#> 148 NA NA 0.0000000 1
#> 149 NA NA 0.0000000 1
#> 150 1 1 1.0000000 1
#> 151 NA NA 0.0000000 1
#> 152 NA NA 0.0000000 1
#> 153 NA NA 0.0000000 1
#> 154 NA NA 0.0000000 1
#> 155 NA NA 0.0000000 1
#> 156 NA NA 0.0000000 1
#> 157 NA NA 0.0000000 1
#> 158 NA NA 0.0000000 1
#> 159 NA NA 0.0000000 1
#> 160 NA NA 0.0000000 1
#> 161 NA NA 0.0000000 1
#> 162 NA NA 0.0000000 1
#> 163 NA NA 0.0000000 1
#> 164 1 1 1.0000000 1
#> 165 1 1 1.0000000 1
#> 166 NA NA 0.0000000 1
#> 167 NA NA 0.0000000 1
#> 168 NA NA 0.0000000 1
#> 169 NA NA 0.0000000 1
#> 170 NA NA 0.0000000 1
#> 171 NA NA 0.0000000 1
#> 172 NA NA 0.0000000 1
#> 173 NA NA 0.0000000 1
#> 174 NA NA 0.0000000 1
#> 175 NA NA 0.0000000 1
#> 176 NA NA 0.0000000 1
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#> 2936 1 1 1.0000000 1
#> 2937 NA NA 0.0000000 1
#> 2938 NA NA 0.0000000 1
#> 2939 1 1 1.0000000 1
#> 2940 1 1 1.0000000 1
#> 2941 NA NA 0.0000000 1
#> 2942 1 1 1.0000000 1
#> 2943 1 1 1.0000000 1
#> 2944 NA NA 0.0000000 1
#> 2945 NA NA 0.0000000 1
#> 2946 1 1 1.0000000 1
#> 2947 1 1 1.0000000 1
#> 2948 NA NA 0.0000000 1
#> 2949 1 1 1.0000000 1
#> 2950 1 1 1.0000000 1
#> 2951 NA NA 0.0000000 1
#> 2952 NA NA 0.0000000 1
#> 2953 1 1 1.0000000 1
#> 2954 1 1 0.7500000 1
#> 2955 1 1 0.2500000 1
#> 2956 NA NA 0.0000000 1
#> 2957 NA NA 0.0000000 1
#> 2958 1 1 1.0000000 1
#> 2959 1 1 1.0000000 1
#> 2960 NA NA 0.0000000 1
#> 2961 1 1 0.7500000 1
#> 2962 1 1 0.2500000 1
#> 2963 NA NA 0.0000000 1
#> 2964 NA NA 0.0000000 1
#> 2965 1 1 0.7500000 1
#> 2966 NA NA 0.0000000 1
#> 2967 NA NA 0.0000000 1
#> 2968 1 1 0.5000000 1
#> 2969 1 1 1.0000000 1
#> 2970 NA NA 0.0000000 1
#> 2971 1 1 0.2500000 1
#> 2972 1 1 0.7500000 1
#> 2973 NA NA 0.0000000 1
#> 2974 1 1 1.0000000 1
#> 2975 1 1 1.0000000 1
#> 2976 NA NA 0.0000000 1
#> 2977 NA NA 0.0000000 1
#> 2978 1 1 1.0000000 1
#> 2979 NA NA 0.0000000 1
#> 2980 1 1 1.0000000 1
#> 2981 1 1 1.0000000 1
#> 2982 1 1 1.0000000 1
#> 2983 NA NA 0.0000000 1
#> 2984 1 1 0.2500000 1
#> 2985 NA NA 0.0000000 1
#> 2986 1 1 0.2500000 1
#> 2987 NA NA 0.0000000 1
#> 2988 1 1 1.0000000 1
#> 2989 NA NA 0.0000000 1
#> 2990 1 1 0.7500000 1
#> 2991 1 1 1.0000000 1
#> 2992 1 1 1.0000000 1
#> 2993 1 1 1.0000000 1
#> 2994 1 1 0.7500000 1
#> 2995 1 1 0.2500000 1
#> 2996 1 1 1.0000000 1
#> 2997 NA NA 0.0000000 1
#> 2998 1 1 1.0000000 1
#> 2999 1 1 0.7500000 1
#> 3000 NA NA 0.0000000 1
#> 3001 1 1 1.0000000 1
#> 3002 1 1 1.0000000 1
#> 3003 NA NA 0.0000000 1
#> 3004 NA NA 0.0000000 1
#> 3005 NA NA 0.0000000 1
#> 3006 NA NA 0.0000000 1
#> 3007 NA NA 0.0000000 1
#> 3008 NA NA 0.0000000 1
#> 3009 NA NA 0.0000000 1
#> 3010 NA NA 0.0000000 1
#> 3011 NA NA 0.0000000 1
#> 3012 NA NA 0.0000000 1
#> 3013 NA NA 0.0000000 1
#> 3014 NA NA 0.0000000 1
#> 3015 NA NA 0.0000000 1
#> 3016 NA NA 0.0000000 1
#> 3017 NA NA 0.0000000 1
#> 3018 NA NA 0.0000000 1
#> 3019 NA NA 0.0000000 1
#> 3020 NA NA 0.0000000 1
#> 3021 NA NA 0.0000000 1
#> 3022 NA NA 0.0000000 1
#> 3023 NA NA 0.0000000 1
#> 3024 NA NA 0.0000000 1
#> 3025 NA NA 0.0000000 1
#> 3026 NA NA 0.0000000 1
#> 3027 NA NA 0.0000000 1
#> 3028 1 1 0.5000000 1
#> 3029 NA NA 0.0000000 1
#> 3030 1 1 0.7500000 1
#> 3031 NA NA 0.0000000 1
#> 3032 NA NA 0.0000000 1
#> 3033 NA NA 0.0000000 1
#> 3034 NA NA 0.0000000 1
#> 3035 NA NA 0.0000000 1
#> 3036 NA NA 0.0000000 1
#> 3037 NA NA 0.0000000 1
#> 3038 NA NA 0.0000000 1
#> 3039 NA NA 0.0000000 1
#> 3040 NA NA 0.0000000 1
#> 3041 NA NA 0.0000000 1
#> 3042 NA NA 0.0000000 1
#> 3043 NA NA 0.0000000 1
#> 3044 NA NA 0.0000000 1
#> 3045 NA NA 0.0000000 1
#> 3046 NA NA 0.0000000 1
#> 3047 NA NA 0.0000000 1
#> 3048 NA NA 0.0000000 1
#> 3049 NA NA 0.0000000 1
#> 3050 NA NA 0.0000000 1
#> 3051 NA NA 0.0000000 1
#> 3052 1 1 1.0000000 1
#> 3053 NA NA 0.0000000 1
#> 3054 NA NA 0.0000000 1
#> 3055 NA NA 0.0000000 1
#> 3056 1 1 0.2500000 1
#> 3057 NA NA 0.0000000 1
#> 3058 NA NA 0.0000000 1
#> 3059 1 1 1.0000000 1
#> 3060 1 1 1.0000000 1
#> 3061 NA NA 0.0000000 1
#> 3062 NA NA 0.0000000 1
#> 3063 NA NA 0.0000000 1
#> 3064 NA NA 0.0000000 1
#> 3065 NA NA 0.0000000 1
#> 3066 NA NA 0.0000000 1
#> 3067 NA NA 0.0000000 1
#> 3068 NA NA 0.0000000 1
#> 3069 NA NA 0.0000000 1
#> 3070 NA NA 0.0000000 1
#> 3071 NA NA 0.0000000 1
#> 3072 NA NA 0.0000000 1
#> 3073 NA NA 0.0000000 1
#> 3074 NA NA 0.0000000 1
#> 3075 NA NA 0.0000000 1
#> 3076 NA NA 0.0000000 1
#> 3077 NA NA 0.0000000 1
#> 3078 1 1 1.0000000 1
#> 3079 NA NA 0.0000000 1
#> 3080 NA NA 0.0000000 1
#> 3081 NA NA 0.0000000 1
#> 3082 NA NA 0.0000000 1
#> 3083 NA NA 0.0000000 1
#> 3084 NA NA 0.0000000 1
#> 3085 NA NA 0.0000000 1
#> 3086 NA NA 0.0000000 1
#> 3087 NA NA 0.0000000 1
#> 3088 NA NA 0.0000000 1
#> 3089 NA NA 0.0000000 1
#> 3090 NA NA 0.0000000 1
#> 3091 1 1 1.0000000 1
#> 3092 NA NA 0.0000000 1
#> 3093 NA NA 0.0000000 1
#> 3094 NA NA 0.0000000 1
#> 3095 NA NA 0.0000000 1
#> 3096 NA NA 0.0000000 1
#> 3097 NA NA 0.0000000 1
#> 3098 NA NA 0.0000000 1
#> 3099 NA NA 0.0000000 1
#> 3100 NA NA 0.0000000 1
#> 3101 NA NA 0.0000000 1
#> 3102 NA NA 0.0000000 1
#> 3103 NA NA 0.0000000 1
#> 3104 NA NA 0.0000000 1
#> 3105 NA NA 0.0000000 1
#> 3106 NA NA 0.0000000 1
#> 3107 NA NA 0.0000000 1
#> 3108 NA NA 0.0000000 1
#> 3109 NA NA 0.0000000 1
#> 3110 NA NA 0.0000000 1
#> 3111 NA NA 0.0000000 1
#> 3112 NA NA 0.0000000 1
#> 3113 NA NA 0.0000000 1
#> 3114 NA NA 0.0000000 1
#> 3115 NA NA 0.0000000 1
#> 3116 NA NA 0.0000000 1
#> 3117 NA NA 0.0000000 1
#> 3118 NA NA 0.0000000 1
#> 3119 1 1 1.0000000 1
#> 3120 NA NA 0.0000000 1
#> 3121 NA NA 0.0000000 1
#> 3122 1 1 1.0000000 1
#> 3123 NA NA 0.0000000 1
#> 3124 NA NA 0.0000000 1
#> 3125 NA NA 0.0000000 1
#> 3126 NA NA 0.0000000 1
#> 3127 NA NA 0.0000000 1
#> 3128 NA NA 0.0000000 1
#> 3129 NA NA 0.0000000 1
#> 3130 NA NA 0.0000000 1
#> 3131 NA NA 0.0000000 1
#> 3132 NA NA 0.0000000 1
#> 3133 NA NA 0.0000000 1
#> 3134 1 1 0.7500000 1
#> 3135 NA NA 0.0000000 1
#> 3136 NA NA 0.0000000 1
#> 3137 NA NA 0.0000000 1
#> 3138 NA NA 0.0000000 1
#> 3139 1 1 1.0000000 1
#> 3140 1 1 0.7500000 1
#> 3141 NA NA 0.0000000 1
#> 3142 1 1 1.0000000 1
#> 3143 NA NA 0.0000000 1
#> 3144 NA NA 0.0000000 1
#> 3145 1 1 1.0000000 1
#> 3146 NA NA 0.0000000 1
#> 3147 NA NA 0.0000000 1
#> 3148 NA NA 0.0000000 1
#> 3149 NA NA 0.0000000 1
#> 3150 NA NA 0.0000000 1
#> 3151 NA NA 0.0000000 1
#> 3152 NA NA 0.0000000 1
#> 3153 NA NA 0.0000000 1
#> 3154 NA NA 0.0000000 1
#> 3155 1 1 1.0000000 1
#> 3156 NA NA 0.0000000 1
#> 3157 NA NA 0.0000000 1
#> 3158 NA NA 0.0000000 1
#> 3159 NA NA 0.0000000 1
#> 3160 NA NA 0.0000000 1
#> 3161 NA NA 0.0000000 1
#> 3162 NA NA 0.0000000 1
#> 3163 NA NA 0.0000000 1
#> 3164 NA NA 0.0000000 1
#> 3165 NA NA 0.0000000 1
#> 3166 NA NA 0.0000000 1
#> 3167 NA NA 0.0000000 1
#> 3168 NA NA 0.0000000 1
#> 3169 1 1 0.7500000 1
#> 3170 1 1 0.2500000 1
#> 3171 NA NA 0.0000000 1
#> 3172 NA NA 0.0000000 1
#> 3173 NA NA 0.0000000 1
#> 3174 NA NA 0.0000000 1
#> 3175 NA NA 0.0000000 1
#> 3176 NA NA 0.0000000 1
#> 3177 NA NA 0.0000000 1
#> 3178 NA NA 0.0000000 1
#> 3179 NA NA 0.0000000 1
#> 3180 NA NA 0.0000000 1
#> 3181 NA NA 0.0000000 1
#> 3182 NA NA 0.0000000 1
#> 3183 NA NA 0.0000000 1
#> 3184 NA NA 0.0000000 1
#> 3185 NA NA 0.0000000 1
#> 3186 NA NA 0.0000000 1
#> 3187 NA NA 0.0000000 1
#> 3188 NA NA 0.0000000 1
#> 3189 NA NA 0.0000000 1
#> 3190 NA NA 0.0000000 1
#> 3191 NA NA 0.0000000 1
#> 3192 NA NA 0.0000000 1
#> 3193 NA NA 0.0000000 1
#> 3194 NA NA 0.0000000 1
#> 3195 NA NA 0.0000000 1
#> 3196 NA NA 0.0000000 1
#> 3197 NA NA 0.0000000 1
#> 3198 NA NA 0.0000000 1
#> 3199 NA NA 0.0000000 1
#> 3200 1 1 0.7500000 1
#> 3201 NA NA 0.0000000 1
#> 3202 NA NA 0.0000000 1
#> 3203 NA NA 0.0000000 1
#> 3204 NA NA 0.0000000 1
#> 3205 NA NA 0.0000000 1
#> 3206 NA NA 0.0000000 1
#> 3207 NA NA 0.0000000 1
#> 3208 NA NA 0.0000000 1
#> 3209 NA NA 0.0000000 1
#> 3210 1 1 1.0000000 1
#>
#> $raw$module
#> [1] "SA"
#>
#> $raw$esttype
#> [1] "AREA"
#>
#> $raw$SApackage
#> [1] "hbsae"
#>
#> $raw$SAmethod
#> [1] "area"
#>
#> $raw$estnm
#> [1] "est"
#>
#> $raw$predselect.unit
#> LARGEBND LARGEBND TOTAL dem tcc tpi tnt2
#> 1 SApopdat 1 1 1 1 1 1
#>
#> $raw$predselect.area
#> LARGEBND LARGEBND TOTAL dem tcc tpi tnt2
#> 1 SApopdat 1 1 1 1 1 1
#>
#> $raw$SAobjlst
#> $raw$SAobjlst$SApopdat
#> $raw$SAobjlst$SApopdat$unit.JoSAE.obj
#> domain.ID DOMAIN.domain STATECD.domain COUNTYCD.domain npixels.domain
#> 1 1 1 56 1 1376714
#> 2 11 11 56 11 915454
#> 3 13 13 56 13 2961420
#> 4 15 15 56 15 713352
#> 5 17 17 56 17 641459
#> 6 19 19 56 19 1334190
#> 7 21 21 56 21 859967
#> 8 23 23 56 23 1308662
#> 9 25 25 56 25 1720554
#> 10 27 27 56 27 841523
#> 11 29 29 56 29 2228161
#> 12 3 3 56 3 1010229
#> 13 31 31 56 31 675011
#> 14 33 33 56 33 807188
#> 15 35 35 56 35 1577267
#> 16 37 37 56 37 3355881
#> 17 39 39 56 39 1349166
#> 18 41 41 56 41 668120
#> 19 43 43 56 43 717122
#> 20 45 45 56 45 767376
#> 21 5 5 56 5 1538394
#> 22 7 7 56 7 2546066
#> 23 9 9 56 9 1362852
#> dem.domain tcc.domain tpi.domain tnt2.domain n.total.domain AOI.domain
#> 1 2272.926 6.8530714 1.609176e-03 0.8264999 133 1
#> 2 1300.595 13.3583927 -5.464502e-04 0.7278258 85 1
#> 3 2143.260 6.3990155 -1.475728e-03 0.8390603 290 1
#> 4 1413.315 1.3503086 2.232418e-04 0.9810094 70 1
#> 5 1873.567 4.1191205 2.687428e-03 0.8347314 58 1
#> 6 1695.213 9.4401841 8.285926e-04 0.8252693 128 1
#> 7 1825.512 1.0998002 -2.754466e-04 0.9865623 86 1
#> 8 2255.494 13.0094837 -4.589611e-04 0.7331014 132 1
#> 9 1852.164 2.0670811 1.118535e-03 0.9522421 175 1
#> 10 1380.878 0.9419578 5.522725e-04 0.9530363 79 1
#> 11 2291.932 16.5713373 1.204469e-04 0.5766464 216 1
#> 12 1647.743 7.9022732 -3.102019e-04 0.8487313 98 1
#> 13 1572.269 3.3209321 -6.538782e-04 0.9248072 64 1
#> 14 1570.581 14.7374346 3.234996e-04 0.7161021 82 1
#> 15 2446.198 10.6072114 4.068747e-03 0.7608623 158 1
#> 16 2091.513 0.8143151 3.665207e-05 0.9848022 339 1
#> 17 2453.499 29.5642925 -5.082770e-04 0.3635238 125 1
#> 18 2209.581 5.0478339 -1.207306e-03 0.8907651 63 1
#> 19 1595.071 5.1797763 -2.165427e-03 0.8993017 63 1
#> 20 1358.073 4.2119798 -1.588204e-03 0.8877382 73 1
#> 21 1367.107 2.4578633 6.003826e-04 0.9712791 152 1
#> 22 2223.276 7.5236266 2.878460e-04 0.8371048 245 1
#> 23 1653.929 3.4596989 -8.139182e-04 0.9143781 133 1
#> AREA_ADJ.domain AREA_ADJ.var.domain DIR.domain DIR.se.domain AREA_ADJ
#> 1 0.17023549 0.13777549 0.17023549 0.03218549 0.17023549
#> 2 0.28235294 0.19313725 0.28235294 0.04766763 0.28235294
#> 3 0.17327586 0.13834044 0.17327586 0.02184115 0.17327586
#> 4 0.02857143 0.02815735 0.02857143 0.02005612 0.02857143
#> 5 0.09913793 0.08100802 0.09913793 0.03737231 0.09913793
#> 6 0.14453125 0.11674151 0.14453125 0.03020005 0.14453125
#> 7 0.02325581 0.02298222 0.02325581 0.01634733 0.02325581
#> 8 0.26401670 0.18528101 0.26401670 0.03746524 0.26401670
#> 9 0.03704261 0.03444045 0.03704261 0.01402863 0.03704261
#> 10 0.02531646 0.02499189 0.02531646 0.01778631 0.02531646
#> 11 0.42024728 0.22931384 0.42024728 0.03258279 0.42024728
#> 12 0.10714286 0.08762887 0.10714286 0.02990271 0.10714286
#> 13 0.10642098 0.08575127 0.10642098 0.03660415 0.10642098
#> 14 0.22113478 0.16349995 0.22113478 0.04465313 0.22113478
#> 15 0.24587173 0.16843541 0.24587173 0.03265037 0.24587173
#> 16 0.02359882 0.02126097 0.02359882 0.00791939 0.02359882
#> 17 0.70974106 0.18876828 0.70974106 0.03886060 0.70974106
#> 18 0.07142857 0.05731567 0.07142857 0.03016244 0.07142857
#> 19 0.06349206 0.06041987 0.06349206 0.03096846 0.06349206
#> 20 0.09931507 0.08288147 0.09931507 0.03369514 0.09931507
#> 21 0.06743421 0.05461125 0.06743421 0.01895480 0.06743421
#> 22 0.13541298 0.11305399 0.13541298 0.02148127 0.13541298
#> 23 0.12392825 0.10452712 0.12392825 0.02803423 0.12392825
#> dem tcc tpi tnt2 n.i.sample mean.resid.lm
#> 1 2273.135 5.4661654 0.37781955 0.8872180 133 0.0119376229
#> 2 1291.071 11.1294118 -0.41323529 0.8000000 85 0.1119875248
#> 3 2131.617 6.4275862 -0.41250000 0.8172414 290 -0.0026231523
#> 4 1417.671 1.5714286 0.08035714 0.9714286 70 -0.0002475292
#> 5 1769.121 2.9137931 -2.27155172 0.8275862 58 -0.0067700211
#> 6 1747.523 10.3125000 0.11816406 0.8281250 128 -0.0439296881
#> 7 1822.058 0.8023256 0.70784884 0.9883721 86 -0.0231046653
#> 8 2224.500 12.3106061 -0.49337121 0.7954545 132 0.0090531033
#> 9 1847.120 2.1257143 -0.33785714 0.9542857 175 -0.0345073337
#> 10 1387.165 1.5189873 -0.04113924 0.9746835 79 0.0002203511
#> 11 2291.718 16.2222222 0.37615741 0.6157407 216 0.0708190566
#> 12 1620.082 6.9591837 0.47704082 0.8877551 98 -0.0189180464
#> 13 1564.359 2.8125000 -0.35156250 0.9687500 64 0.0519407286
#> 14 1548.305 14.7073171 0.87804878 0.6707317 82 -0.0416572867
#> 15 2467.886 10.7658228 0.21044304 0.7594937 158 -0.0189935917
#> 16 2092.401 0.7492625 -0.41519174 0.9941003 339 -0.0408059788
#> 17 2451.400 31.4800000 -0.05600000 0.3040000 125 0.0975995607
#> 18 2195.778 4.2698413 -0.66666667 0.9523810 63 -0.0510086985
#> 19 1594.381 4.8571429 -0.06349206 0.9365079 63 -0.0245269048
#> 20 1357.658 4.5616438 0.10787671 0.8767123 73 0.0174397985
#> 21 1368.000 2.2960526 -0.40542763 0.9868421 152 0.0380840520
#> 22 2220.082 7.2612245 0.11530612 0.8326531 245 -0.0528276096
#> 23 1636.782 3.7368421 -0.85526316 0.8872180 133 0.0332561269
#> mean.resid.lme Synth EBLUP GREG gamma.i sample.var.mean
#> 1 -0.0045009264 0.18909949 0.19978256 0.20103711 0.8316574 1.035906e-03
#> 2 0.1272497687 0.21446003 0.29304230 0.32644756 0.7594601 2.272203e-03
#> 3 -0.0135912862 0.17107742 0.17020188 0.16845426 0.9150528 4.770360e-04
#> 4 0.0014195050 0.02357555 0.02317035 0.02332802 0.7222331 4.022479e-04
#> 5 -0.0115298255 0.12607500 0.12434753 0.11930498 0.6829828 1.396690e-03
#> 6 -0.0417274501 0.17533912 0.13794419 0.13140943 0.8262243 9.120431e-04
#> 7 -0.0328741077 0.05030203 0.03503196 0.02719736 0.7615902 2.672351e-04
#> 8 0.0006008571 0.28089405 0.28896508 0.28994716 0.8305981 1.403644e-03
#> 9 -0.0435846226 0.07184259 0.04321077 0.03733525 0.8666729 1.968025e-04
#> 10 0.0025703566 0.02350509 0.02299194 0.02372545 0.7458345 3.163530e-04
#> 11 0.0668510062 0.36309747 0.42568181 0.43391652 0.8891757 1.061638e-03
#> 12 -0.0168847335 0.14848371 0.13266251 0.12956566 0.7844919 8.941721e-04
#> 13 0.0506440729 0.07188915 0.10783186 0.12382988 0.7039030 1.339864e-03
#> 14 -0.0279355446 0.25329054 0.22006510 0.21163325 0.7528349 1.993902e-03
#> 15 -0.0343388638 0.26105629 0.24668502 0.24206270 0.8544161 1.066047e-03
#> 16 -0.0581352986 0.06748204 0.03062499 0.02667606 0.9264279 6.271674e-05
#> 17 0.1064761409 0.57572469 0.65699175 0.67332425 0.8227927 1.510146e-03
#> 18 -0.0676712034 0.14782323 0.11564789 0.09681453 0.7006102 9.097725e-04
#> 19 -0.0244052474 0.10103893 0.08295247 0.07651203 0.7006102 9.590455e-04
#> 20 0.0246236672 0.07516664 0.08646723 0.09260644 0.7305726 1.135363e-03
#> 21 0.0412644945 0.03508752 0.06645666 0.07317157 0.8495340 3.592846e-04
#> 22 -0.0656086847 0.19031806 0.14396521 0.13749045 0.9009949 4.614448e-04
#> 23 0.0319993292 0.08220046 0.11098622 0.11545659 0.8316574 7.859182e-04
#> GREG.var.mean c1 c2 c3 c3star
#> 1 5.146454e-04 0.0003672356 4.441832e-06 6.987061e-06 5.396249e-08
#> 2 1.171934e-03 0.0005247325 1.331742e-05 1.302691e-05 7.343609e-05
#> 3 2.111126e-04 0.0001853105 1.305057e-06 1.957523e-06 1.516782e-07
#> 4 2.305493e-04 0.0006059424 1.137784e-05 1.651964e-05 1.102049e-08
#> 5 1.322505e-03 0.0006915661 1.439114e-05 2.034875e-05 8.469193e-07
#> 6 5.961021e-04 0.0003790879 4.480985e-06 7.396705e-06 4.877858e-06
#> 7 2.529391e-04 0.0005200857 7.156138e-06 1.283310e-05 4.841836e-06
#> 8 6.757069e-04 0.0003695464 5.235615e-06 7.066257e-06 9.713414e-10
#> 9 1.393451e-04 0.0002908501 2.241551e-06 4.567242e-06 3.446871e-06
#> 10 7.944320e-05 0.0005544564 1.029550e-05 1.428360e-05 3.226384e-08
#> 11 6.563494e-04 0.0002417608 2.431683e-06 3.237574e-06 5.897559e-06
#> 12 4.643343e-04 0.0004701261 5.938126e-06 1.080134e-05 1.107398e-06
#> 13 1.029008e-03 0.0006459291 1.165832e-05 1.829544e-05 1.514127e-05
#> 14 7.705465e-04 0.0005391851 9.134921e-06 1.363440e-05 3.671971e-06
#> 15 6.320140e-04 0.0003175882 3.231675e-06 5.368568e-06 2.479413e-06
#> 16 6.014612e-05 0.0001604959 8.270846e-07 1.486620e-06 2.133735e-06
#> 17 9.525894e-04 0.0003865738 5.418694e-06 7.659770e-06 3.275367e-05
#> 18 5.574223e-04 0.0006531123 1.325584e-05 1.861713e-05 2.738079e-05
#> 19 8.802014e-04 0.0006531123 1.178570e-05 1.861713e-05 3.561268e-06
#> 20 6.535642e-04 0.0005877498 1.128168e-05 1.572204e-05 3.192471e-06
#> 21 3.257445e-04 0.0003282382 3.655916e-06 5.701899e-06 3.780964e-06
#> 22 8.447585e-05 0.0002159774 1.441362e-06 2.618179e-06 4.654719e-06
#> 23 3.777574e-04 0.0003672356 3.895637e-06 6.987061e-06 2.727532e-06
#> EBLUP.var.1 EBLUP.var.2 sample.se GREG.se EBLUP.se.1 EBLUP.se.2
#> 1 0.0003717854 0.0003787185 0.03218549 0.022685798 0.01928174 0.01946069
#> 2 0.0006849221 0.0006245130 0.04766763 0.034233527 0.02617102 0.02499026
#> 3 0.0001869190 0.0001887248 0.02184115 0.014529715 0.01367183 0.01373771
#> 4 0.0006173423 0.0006338509 0.02005612 0.015183849 0.02484637 0.02517640
#> 5 0.0007076511 0.0007271529 0.03737231 0.036366257 0.02660171 0.02696577
#> 6 0.0003933246 0.0003958435 0.03020005 0.024415203 0.01983241 0.01989582
#> 7 0.0005369255 0.0005449167 0.01634733 0.015904059 0.02317165 0.02334345
#> 8 0.0003747840 0.0003818493 0.03746524 0.025994362 0.01935934 0.01954096
#> 9 0.0002999854 0.0003011057 0.01402863 0.011804451 0.01732009 0.01735240
#> 10 0.0005648164 0.0005790677 0.01778631 0.008913092 0.02376587 0.02406383
#> 11 0.0002559876 0.0002533276 0.03258279 0.025619318 0.01599961 0.01591627
#> 12 0.0004782790 0.0004879730 0.02990271 0.021548418 0.02186959 0.02209011
#> 13 0.0006878699 0.0006910241 0.03660415 0.032078149 0.02622727 0.02628734
#> 14 0.0005556640 0.0005656264 0.04465313 0.027758719 0.02357253 0.02378290
#> 15 0.0003257787 0.0003286678 0.03265037 0.025139889 0.01804934 0.01812920
#> 16 0.0001655904 0.0001649433 0.00791939 0.007755393 0.01286820 0.01284303
#> 17 0.0004574998 0.0004324059 0.03886060 0.030864048 0.02138925 0.02079437
#> 18 0.0007211297 0.0007123661 0.03016244 0.023609792 0.02685386 0.02669019
#> 19 0.0006720205 0.0006870764 0.03096846 0.029668188 0.02592336 0.02621214
#> 20 0.0006054165 0.0006179460 0.03369514 0.025564902 0.02460521 0.02485852
#> 21 0.0003394561 0.0003413770 0.01895480 0.018048393 0.01842433 0.01847639
#> 22 0.0002267282 0.0002246916 0.02148127 0.009191075 0.01505750 0.01498972
#> 23 0.0003765863 0.0003808459 0.02803423 0.019435981 0.01940583 0.01951527
#>
#> $raw$SAobjlst$SApopdat$unit.hbsae.obj
#> Summaries:
#> Min. 1st Qu. Median Mean 3rd Qu.
#> estimates 2.303e-02 7.466e-02 1.242e-01 1.637e-01 2.098e-01
#> standard errors 1.280e-02 1.818e-02 2.076e-02 2.096e-02 2.469e-02
#> rel.std.err. 3.157e-02 9.040e-02 1.745e-01 2.752e-01 2.998e-01
#> gamma weights 7.174e-01 7.686e-01 8.454e-01 8.238e-01 8.715e-01
#> random effects -6.045e-02 -2.837e-02 -8.335e-03 -5.141e-16 2.322e-02
#> Max.
#> estimates 6.576e-01
#> standard errors 2.680e-02
#> rel.std.err. 1.078e+00
#> gamma weights 9.368e-01
#> random effects 1.008e-01
#>
#> posterior mean sv2/se2 REML estimate sv2/se2 se2 estimate
#> 0.04376 0.03714 0.05872
#>
#> Coefficients:
#> Estimate Std. Error t value
#> (Intercept) 9.11e-02 3.41e-02 2.67
#> dem 1.03e-04 1.33e-05 7.72
#> tcc 1.05e-02 4.99e-04 21.09
#> tpi -4.81e-05 7.95e-04 -0.06
#> tnt2 -2.33e-01 1.97e-02 -11.83
#>
#> Model selection measures:
#> CV p.eff cAIC
#> 0.05936 22.96 31.73
#> R-squared: 0.55579
#> Fraction of fitted values below lowest data value: 0.11552
#> Fraction of fitted values above highest data value: 0.01838
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$results
#> domain.id y.sam direct.SE FH FH.SE eblup.synth
#> 1 1 0.17023549 0.03218549 0.16623085 0.017156602 0.16557911
#> 2 11 0.28235294 0.04766763 0.27465280 0.021535005 0.27408148
#> 3 13 0.17327586 0.02184115 0.16311518 0.016760584 0.15952429
#> 4 15 0.02857143 0.02005612 0.02021481 0.015085912 0.01671240
#> 5 17 0.09913793 0.03737231 0.13580135 0.025000181 0.14022686
#> 6 19 0.14453125 0.03020005 0.17316176 0.017747227 0.17845406
#> 7 21 0.02325581 0.01634733 0.01797885 0.013814454 0.01464980
#> 8 23 0.26401670 0.03746524 0.27259064 0.017958835 0.27362044
#> 9 25 0.03704261 0.01402863 0.04028407 0.012933118 0.04306085
#> 10 27 0.02531646 0.01778631 0.03162984 0.015742040 0.03499434
#> 11 29 0.42024728 0.03258279 0.41198473 0.022932559 0.41067263
#> 12 3 0.10714286 0.02990271 0.14710895 0.016039525 0.15464426
#> 13 31 0.10642098 0.03660415 0.07654703 0.015598754 0.07278812
#> 14 33 0.22113478 0.04465313 0.28461824 0.021579610 0.28998592
#> 15 35 0.24587173 0.03265037 0.23312547 0.024044471 0.23110972
#> 16 37 0.02359882 0.00791939 0.02136766 0.008718658 0.01537006
#> 17 39 0.70974106 0.03886060 0.65058059 0.028276386 0.64397605
#> 18 41 0.07142857 0.03016244 0.10631360 0.017136116 0.11277812
#> 19 43 0.06349206 0.03096846 0.09916714 0.017949337 0.10543841
#> 20 45 0.09931507 0.03369514 0.10559095 0.019291921 0.10652285
#> 21 5 0.06743421 0.01895480 0.04119436 0.015684829 0.02888167
#> 22 7 0.13541298 0.02148127 0.15605175 0.015071698 0.16359215
#> 23 9 0.12392825 0.02803423 0.08965078 0.015600798 0.08229783
#> eblup.synth.se eblup.synth.parameter.uncert.se bias.sig.sq.v RV.SE.phi.i
#> 1 0.01765148 0.011957642 0 0.017172009
#> 2 0.02221558 0.018026168 0 0.021546160
#> 3 0.01857464 0.013282616 0 0.016770504
#> 4 0.01622663 0.009732121 0 0.015133340
#> 5 0.02681967 0.023467113 0 0.025020463
#> 6 0.01858241 0.013293485 0 0.017763844
#> 7 0.01543775 0.008350733 0 0.013856154
#> 8 0.01841854 0.013063433 0 0.017971079
#> 9 0.01542290 0.008323257 0 0.012953158
#> 10 0.01860304 0.013322308 0 0.015782615
#> 11 0.02493414 0.021286660 0 0.022939537
#> 12 0.01627374 0.009810462 0 0.016063844
#> 13 0.01549606 0.008458053 0 0.015628979
#> 14 0.02237572 0.018223154 0 0.021592391
#> 15 0.02629239 0.022862639 0 0.024053562
#> 16 0.01654842 0.010259673 0 0.008724787
#> 17 0.03044549 0.027537951 0 0.028284200
#> 18 0.01776187 0.012120012 0 0.017171395
#> 19 0.01878324 0.013572795 0 0.017982073
#> 20 0.02028383 0.015583468 0 0.019315700
#> 21 0.01781738 0.012201211 0 0.015705878
#> 22 0.01578551 0.008977355 0 0.015084853
#> 23 0.01576260 0.008937017 0 0.015620391
#> FH.SE.area.spec.1 FH.SE.area.spec.2 FH.MSE.conditional FH.SE.conditional
#> 1 0.015859926 0.016520990 -7.298838e-04 Inf
#> 2 0.020958426 0.021248671 -1.899022e-03 Inf
#> 3 0.015442419 0.016114985 -1.246638e-04 Inf
#> 4 0.013455247 0.014293852 -9.481747e-05 Inf
#> 5 0.025056879 0.025028546 2.483794e-04 0.015760056
#> 6 0.017832579 0.017789954 1.922388e-04 0.013865022
#> 7 0.011832205 0.012861575 -3.264040e-05 Inf
#> 8 0.016989421 0.017480849 -1.029108e-03 Inf
#> 9 0.010792936 0.011911193 -4.688732e-06 Inf
#> 10 0.014055000 0.014922380 -5.653503e-05 Inf
#> 11 0.022048333 0.022494791 -7.023964e-04 Inf
#> 12 0.017617557 0.016847028 9.868077e-04 0.031413495
#> 13 0.015298165 0.015449191 -1.479158e-04 Inf
#> 14 0.022337256 0.021961700 2.347140e-03 0.048447291
#> 15 0.023298767 0.023674555 -6.124426e-04 Inf
#> 16 0.007749567 0.008248357 3.368457e-05 0.005803841
#> 17 0.029214756 0.028749400 2.293132e-03 0.047886663
#> 18 0.017918834 0.017531844 5.916573e-04 0.024324007
#> 19 0.018646637 0.018301308 6.004336e-04 0.024503747
#> 20 0.018235830 0.018771304 -8.023914e-04 Inf
#> 21 0.018950837 0.017394656 5.587378e-04 0.023637634
#> 22 0.015585046 0.015330521 2.114681e-04 0.014541944
#> 23 0.016867599 0.016246550 6.666515e-04 0.025819595
#> prd.ran.effects n.i gamma.i g1.i g2.i g3.i
#> 1 0.00 133 0.13996682 1.449925e-04 1.057600e-04 2.179826e-05
#> 2 0.00 85 0.06907158 1.569446e-04 2.816044e-04 1.260371e-05
#> 3 0.00 290 0.26112569 1.245664e-04 9.631821e-05 3.001630e-05
#> 4 0.00 70 0.29533704 1.187987e-04 4.703032e-05 3.087786e-05
#> 5 0.00 58 0.10770562 1.504314e-04 4.384657e-04 1.805598e-05
#> 6 -0.01 128 0.15600992 1.422878e-04 1.258787e-04 2.339879e-05
#> 7 0.00 86 0.38682864 1.033742e-04 2.621881e-05 3.062307e-05
#> 8 0.00 132 0.10722923 1.505117e-04 1.360174e-04 1.799532e-05
#> 9 0.00 175 0.46139327 9.080337e-05 2.009695e-05 2.818261e-05
#> 10 0.00 79 0.34764828 1.099796e-04 7.553054e-05 3.115087e-05
#> 11 0.00 216 0.13703919 1.454860e-04 3.374405e-04 2.148787e-05
#> 12 -0.01 98 0.15863331 1.418455e-04 6.813175e-05 2.364457e-05
#> 13 0.00 64 0.11176310 1.497473e-04 5.644148e-05 1.856618e-05
#> 14 -0.01 82 0.07796072 1.554460e-04 2.823228e-04 1.395536e-05
#> 15 0.00 158 0.13654983 1.455685e-04 3.896972e-04 2.143543e-05
#> 16 0.01 339 0.72885827 4.571161e-05 7.738552e-06 1.128242e-05
#> 17 0.01 125 0.10042640 1.516586e-04 6.136725e-04 1.711149e-05
#> 18 -0.01 63 0.15633840 1.422324e-04 1.045545e-04 2.342980e-05
#> 19 -0.01 63 0.14950706 1.433841e-04 1.332539e-04 2.277034e-05
#> 20 0.00 73 0.12929109 1.467923e-04 1.841087e-04 2.063864e-05
#> 21 0.01 152 0.31937431 1.147463e-04 6.896402e-05 3.115179e-05
#> 22 -0.01 245 0.26758765 1.234769e-04 4.323228e-05 3.022343e-05
#> 23 0.01 133 0.17662445 1.388124e-04 5.414784e-05 2.521234e-05
#> g.star.3.i g1.bias eblup.resids trans.resid.v.i eblup.synth.resids b.i
#> 1 3.923860e-07 0 0.004004641 0.3084242 0.004656379 1
#> 2 3.532906e-07 0 0.007700140 0.5930393 0.008271462 1
#> 3 8.791872e-06 0 0.010160684 0.7825424 0.013751574 1
#> 4 7.607339e-06 0 0.008356615 0.6435989 0.011859024 1
#> 5 1.947507e-05 0 -0.036663423 -2.8236958 -0.041088932 1
#> 6 2.491718e-05 0 -0.028630515 -2.2050277 -0.033922809 1
#> 7 5.204047e-06 0 0.005276961 0.4064141 0.008606013 1
#> 8 1.055658e-06 0 -0.008573938 -0.6603364 -0.009603739 1
#> 9 2.793576e-06 0 -0.003241462 -0.2496467 -0.006018234 1
#> 10 6.016456e-06 0 -0.006313384 -0.4862360 -0.009677883 1
#> 11 1.601230e-06 0 0.008262548 0.6363542 0.009574651 1
#> 12 5.020055e-05 0 -0.039966096 -3.0780568 -0.047501401 1
#> 13 1.392254e-05 0 0.029873954 2.3007933 0.033632868 1
#> 14 3.059209e-05 0 -0.063483461 -4.8892865 -0.068851146 1
#> 15 3.783417e-06 0 0.012746262 0.9816750 0.014762012 1
#> 16 3.302815e-06 0 0.002231161 0.1718367 0.008228763 1
#> 17 4.408545e-05 0 0.059160473 4.5563443 0.065765017 1
#> 18 3.714888e-05 0 -0.034885027 -2.6867296 -0.041349549 1
#> 19 3.552952e-05 0 -0.035675075 -2.7475765 -0.041946350 1
#> 20 8.222860e-07 0 -0.006275882 -0.4833477 -0.007207784 1
#> 21 8.771198e-05 0 0.026239851 2.0209067 0.038552543 1
#> 22 3.809222e-05 0 -0.020638776 -1.5895304 -0.028179176 1
#> 23 4.577785e-05 0 0.034277470 2.6399376 0.041630420 1
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$type
#> [1] "RE"
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$sig.sq.v
#> [1] 0.0001685894
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$beta.hat
#> [,1]
#> (Intercept) 7.500267e-01
#> dem.X.pop 5.854187e-06
#> tcc.X.pop 5.268070e-03
#> tpi.X.pop -2.164124e+00
#> tnt2.X.pop -7.627027e-01
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$var.beta.hat
#> [,1] [,2] [,3] [,4]
#> (Intercept) 8.300452e-02 -1.832437e-06 -1.708248e-03 -1.936398e-01
#> dem.X.pop -1.832437e-06 3.764387e-10 1.635853e-08 -1.283543e-05
#> tcc.X.pop -1.708248e-03 1.635853e-08 3.745640e-05 5.039826e-03
#> tpi.X.pop -1.936398e-01 -1.283543e-05 5.039826e-03 2.781151e+01
#> tnt2.X.pop -7.984357e-02 1.188306e-06 1.675323e-03 2.116687e-01
#> [,5]
#> (Intercept) -7.984357e-02
#> dem.X.pop 1.188306e-06
#> tcc.X.pop 1.675323e-03
#> tpi.X.pop 2.116687e-01
#> tnt2.X.pop 7.784756e-02
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$try.error.converge
#> NULL
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$des.mat
#> (Intercept) dem.X.pop tcc.X.pop tpi.X.pop tnt2.X.pop
#> 1 1 2272.926 6.8530714 1.609176e-03 0.8264999
#> 2 1 1300.595 13.3583927 -5.464502e-04 0.7278258
#> 3 1 2143.260 6.3990155 -1.475728e-03 0.8390603
#> 4 1 1413.315 1.3503086 2.232418e-04 0.9810094
#> 5 1 1873.567 4.1191205 2.687428e-03 0.8347314
#> 6 1 1695.213 9.4401841 8.285926e-04 0.8252693
#> 7 1 1825.512 1.0998002 -2.754466e-04 0.9865623
#> 8 1 2255.494 13.0094837 -4.589611e-04 0.7331014
#> 9 1 1852.164 2.0670811 1.118535e-03 0.9522421
#> 10 1 1380.878 0.9419578 5.522725e-04 0.9530363
#> 11 1 2291.932 16.5713373 1.204469e-04 0.5766464
#> 12 1 1647.743 7.9022732 -3.102019e-04 0.8487313
#> 13 1 1572.269 3.3209321 -6.538782e-04 0.9248072
#> 14 1 1570.581 14.7374346 3.234996e-04 0.7161021
#> 15 1 2446.198 10.6072114 4.068747e-03 0.7608623
#> 16 1 2091.513 0.8143151 3.665207e-05 0.9848022
#> 17 1 2453.499 29.5642925 -5.082770e-04 0.3635238
#> 18 1 2209.581 5.0478339 -1.207306e-03 0.8907651
#> 19 1 1595.071 5.1797763 -2.165427e-03 0.8993017
#> 20 1 1358.073 4.2119798 -1.588204e-03 0.8877382
#> 21 1 1367.107 2.4578633 6.003826e-04 0.9712791
#> 22 1 2223.276 7.5236266 2.878460e-04 0.8371048
#> 23 1 1653.929 3.4596989 -8.139182e-04 0.9143781
#> attr(,"assign")
#> [1] 0 1 2 3 4
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$pseudo.R.sq.eblup
#> [1] 0.9670824
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$R.sq.eblup.synth
#> [1] 0.9553584
#>
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj
#> $raw$SAobjlst$SApopdat$area.sae.obj$est
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$eblup
#> [,1]
#> 1 0.16623405
#> 2 0.14706646
#> 3 0.04123506
#> 4 0.15601575
#> 5 0.08968194
#> 6 0.27465759
#> 7 0.16312926
#> 8 0.02022187
#> 9 0.13578782
#> 10 0.17313000
#> 11 0.01798279
#> 12 0.27258276
#> 13 0.04027082
#> 14 0.03161551
#> 15 0.41200762
#> 16 0.07656086
#> 17 0.28458784
#> 18 0.23313635
#> 19 0.02137367
#> 20 0.65063075
#> 21 0.10627456
#> 22 0.09912898
#> 23 0.10558559
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$method
#> [1] "REML"
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$convergence
#> [1] TRUE
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$iterations
#> [1] 11
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$estcoef
#> beta std.error tvalue pvalue
#> X(Intercept) 7.502465e-01 2.882815e-01 2.6024788 0.009255253
#> Xdem 5.849171e-06 1.942105e-05 0.3011768 0.763279689
#> Xtcc 5.264378e-03 6.123438e-03 0.8597094 0.389949244
#> Xtpi -2.163696e+00 5.276639e+00 -0.4100520 0.681767827
#> Xtnt2 -7.629251e-01 2.791752e-01 -2.7327821 0.006280187
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$refvar
#> [1] 0.0001695733
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$goodness
#> loglike AIC BIC KIC
#> 48.78086 -85.56171 -78.74875 -79.56171
#>
#>
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$mse
#> [1] 2.951596e-04 2.580190e-04 2.462888e-04 2.276618e-04 2.441158e-04
#> [6] 4.648414e-04 2.813376e-04 2.279875e-04 6.258377e-04 3.156841e-04
#> [11] 1.910595e-04 3.233995e-04 1.673217e-04 2.479759e-04 5.265627e-04
#> [16] 2.442184e-04 4.666537e-04 5.787753e-04 7.587363e-05 8.002960e-04
#> [21] 2.944865e-04 3.229121e-04 3.729819e-04
#>
#>
#>
#>
#> $raw$estvar
#> [1] "AREA_ADJ"
#>
#> $raw$areaunits
#> [1] "acres"
#>
#> $raw$estunits
#> [1] "acres"
#>
#>
#> $multest
#> DOMAIN LARGEBND NBRPLT DIR DIR.se JU.Synth JU.GREG
#> 1 1 1 133 0.17023549 0.03218549 0.18909949 0.20103711
#> 2 11 1 85 0.28235294 0.04766763 0.21446003 0.32644756
#> 3 13 1 290 0.17327586 0.02184115 0.17107742 0.16845426
#> 4 15 1 70 0.02857143 0.02005612 0.02357555 0.02332802
#> 5 17 1 58 0.09913793 0.03737231 0.12607500 0.11930498
#> 6 19 1 128 0.14453125 0.03020005 0.17533912 0.13140943
#> 7 21 1 86 0.02325581 0.01634733 0.05030203 0.02719736
#> 8 23 1 132 0.26401670 0.03746524 0.28089405 0.28994716
#> 9 25 1 175 0.03704261 0.01402863 0.07184259 0.03733525
#> 10 27 1 79 0.02531646 0.01778631 0.02350509 0.02372545
#> 11 29 1 216 0.42024728 0.03258279 0.36309747 0.43391652
#> 12 3 1 98 0.10714286 0.02990271 0.14848371 0.12956566
#> 13 31 1 64 0.10642098 0.03660415 0.07188915 0.12382988
#> 14 33 1 82 0.22113478 0.04465313 0.25329054 0.21163325
#> 15 35 1 158 0.24587173 0.03265037 0.26105629 0.24206270
#> 16 37 1 339 0.02359882 0.00791939 0.06748204 0.02667606
#> 17 39 1 125 0.70974106 0.03886060 0.57572469 0.67332425
#> 18 41 1 63 0.07142857 0.03016244 0.14782323 0.09681453
#> 19 43 1 63 0.06349206 0.03096846 0.10103893 0.07651203
#> 20 45 1 73 0.09931507 0.03369514 0.07516664 0.09260644
#> 21 5 1 152 0.06743421 0.01895480 0.03508752 0.07317157
#> 22 7 1 245 0.13541298 0.02148127 0.19031806 0.13749045
#> 23 9 1 133 0.12392825 0.02803423 0.08220046 0.11545659
#> JU.GREG.se JU.EBLUP JU.EBLUP.se.1 hbsaeU hbsaeU.se JFH
#> 1 0.022685798 0.19978256 0.01928174 0.19970154 0.01933383 0.16623085
#> 2 0.034233527 0.29304230 0.02617102 0.29408856 0.02469724 0.27465280
#> 3 0.014529715 0.17020188 0.01367183 0.17016899 0.01367756 0.16311518
#> 4 0.015183849 0.02317035 0.02484637 0.02319792 0.02500581 0.02021481
#> 5 0.036366257 0.12434753 0.02660171 0.12422756 0.02679767 0.13580135
#> 6 0.024415203 0.13794419 0.01983241 0.13773667 0.01979245 0.17316176
#> 7 0.015904059 0.03503196 0.02317165 0.03474757 0.02317010 0.01797885
#> 8 0.025994362 0.28896508 0.01935934 0.28894382 0.01941403 0.27259064
#> 9 0.011804451 0.04321077 0.01732009 0.04305443 0.01725107 0.04028407
#> 10 0.008913092 0.02299194 0.02376587 0.02302829 0.02389548 0.03162984
#> 11 0.025619318 0.42568181 0.01599961 0.42582694 0.01585808 0.41198473
#> 12 0.021548418 0.13266251 0.02186959 0.13256123 0.02194278 0.14710895
#> 13 0.032078149 0.10783186 0.02622727 0.10836981 0.02611325 0.07654703
#> 14 0.027758719 0.22006510 0.02357253 0.21989951 0.02364223 0.28461824
#> 15 0.025139889 0.24668502 0.01804934 0.24651157 0.01800955 0.23312547
#> 16 0.007755393 0.03062499 0.01286820 0.03052398 0.01279535 0.02136766
#> 17 0.030864048 0.65699175 0.02138925 0.65756354 0.02075714 0.65058059
#> 18 0.023609792 0.11564789 0.02685386 0.11484636 0.02647680 0.10631360
#> 19 0.029668188 0.08295247 0.02592336 0.08268619 0.02605770 0.09916714
#> 20 0.025564902 0.08646723 0.02460521 0.08673335 0.02467576 0.10559095
#> 21 0.018048393 0.06645666 0.01842433 0.06662757 0.01835695 0.04119436
#> 22 0.009191075 0.14396521 0.01505750 0.14380908 0.01491831 0.15605175
#> 23 0.019435981 0.11098622 0.01940583 0.11114524 0.01939911 0.08965078
#> JFH.se JA.synth JA.synth.se saeA saeA.se hbsaeA hbsaeA.se
#> 1 0.017156602 0.16557911 0.01765148 0.16623405 0.017180209 NA NA
#> 2 0.021535005 0.27408148 0.02221558 0.27465759 0.021560181 NA NA
#> 3 0.016760584 0.15952429 0.01857464 0.16312926 0.016773122 NA NA
#> 4 0.015085912 0.01671240 0.01622663 0.02022187 0.015099255 NA NA
#> 5 0.025000181 0.14022686 0.02681967 0.13578782 0.025016748 NA NA
#> 6 0.017747227 0.17845406 0.01858241 0.17313000 0.017767500 NA NA
#> 7 0.013814454 0.01464980 0.01543775 0.01798279 0.013822427 NA NA
#> 8 0.017958835 0.27362044 0.01841854 0.27258276 0.017983311 NA NA
#> 9 0.012933118 0.04306085 0.01542290 0.04027082 0.012935290 NA NA
#> 10 0.015742040 0.03499434 0.01860304 0.03161551 0.015747251 NA NA
#> 11 0.022932559 0.41067263 0.02493414 0.41200762 0.022946955 NA NA
#> 12 0.016039525 0.15464426 0.01627374 0.14706646 0.016062968 NA NA
#> 13 0.015598754 0.07278812 0.01549606 0.07656086 0.015627490 NA NA
#> 14 0.021579610 0.28998592 0.02237572 0.28458784 0.021602169 NA NA
#> 15 0.024044471 0.23110972 0.02629239 0.23313635 0.024057748 NA NA
#> 16 0.008718658 0.01537006 0.01654842 0.02137367 0.008710547 NA NA
#> 17 0.028276386 0.64397605 0.03044549 0.65063075 0.028289503 NA NA
#> 18 0.017136116 0.11277812 0.01776187 0.10627456 0.017160609 NA NA
#> 19 0.017949337 0.10543841 0.01878324 0.09912898 0.017969755 NA NA
#> 20 0.019291921 0.10652285 0.02028383 0.10558559 0.019312740 NA NA
#> 21 0.015684829 0.02888167 0.01781738 0.04123506 0.015693590 NA NA
#> 22 0.015071698 0.16359215 0.01578551 0.15601575 0.015088466 NA NA
#> 23 0.015600798 0.08229783 0.01576260 0.08968194 0.015624206 NA NA
#> NBRPLT.gt0 AOI AREAUSED
#> 1 24 1 2757613
#> 2 26 1 1837124
#> 3 53 1 5930088
#> 4 2 1 1428579
#> 5 8 1 1283969
#> 6 22 1 2671802
#> 7 2 1 1720074
#> 8 38 1 2616954
#> 9 7 1 3440445
#> 10 2 1 1681849
#> 11 99 1 4459826
#> 12 12 1 2021729
#> 13 8 1 1350969
#> 14 20 1 1617318
#> 15 44 1 3158807
#> 16 9 1 6714319
#> 17 94 1 2701941
#> 18 6 1 1336034
#> 19 4 1 1435352
#> 20 8 1 1536038
#> 21 14 1 3072988
#> 22 36 1 5096959
#> 23 18 1 2729653
#>
# Fit an area level Fay-Herriot EBLUP with `sae`, while using Elastic Net
# variable selection
modSAarea(SApopdatlst = SApopdat,
SApackage = "sae",
SAmethod = "area",
modelselect = TRUE)
#> generating estimates for... SApopdat
#> need to add SAdomsdf when addSAdomsdf = TRUE
#> COND_STATUS_CD == 1
#> filter removed 2620 records: COND_STATUS_CD == 1
#> COND_STATUS_CD == 1
#> getting estimates for AREA_ADJ...
#> using the following predictors...dem, tcc, tpi, tnt2
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> using following predictors for unit-level models...tcc, dem
#> REML estimate of variance ratio: 0.04598
#> numerical integration of f(x): 7.861 with absolute error < 6.3e-09
#> numerical integration of x*f(x): 0.4228 with absolute error < 8.6e-10
#> posterior mean for variance ratio: 0.05378
#> using following predictors for area-level models...tcc, dem
#>
#>
#> getting output...
#> $est
#> Key: <DOMAIN>
#> DOMAIN Estimate Percent Sampling Error
#> <char> <num> <num>
#> 1: 1 440727.3 11.95
#> 2: 11 513355.8 8.83
#> 3: 13 924243.8 10.68
#> 4: 15 34526.1 67.75
#> 5: 17 117343.0 20.17
#> 6: 19 499388.3 9.94
#> 7: 21 39963.9 61.87
#> 8: 23 746090.2 7.04
#> 9: 25 137544.9 32.39
#> 10: 27 30729.8 84.72
#> 11: 29 1694176.6 5.47
#> 12: 3 306498.4 12.11
#> 13: 31 100166.5 25.32
#> 14: 33 487450.7 7.60
#> 15: 35 765813.1 8.28
#> 16: 37 156830.9 34.60
#> 17: 39 1790517.1 4.49
#> 18: 41 139852.7 17.89
#> 19: 43 138376.0 18.97
#> 20: 45 131416.1 22.91
#> 21: 5 168688.2 29.22
#> 22: 7 795411.4 10.72
#> 23: 9 235498.4 20.54
#> DOMAIN Estimate Percent Sampling Error
#>
#> $raw
#> $raw$dunit_totest
#> DOMAIN nhat nhat.se NBRPLT.gt0 estimator AREAUSED nhat.var
#> 1 1 0.15982202 0.019099533 24 saeA 2757613 3.647922e-04
#> 2 11 0.27943446 0.024665570 26 saeA 1837124 6.083903e-04
#> 3 13 0.15585667 0.016651538 53 saeA 5930088 2.772737e-04
#> 4 15 0.02416812 0.016373322 2 saeA 1428579 2.680857e-04
#> 5 17 0.09139082 0.018429916 8 saeA 1283969 3.396618e-04
#> 6 19 0.18691066 0.018580404 22 saeA 2671802 3.452314e-04
#> 7 21 0.02323383 0.014373893 2 saeA 1720074 2.066088e-04
#> 8 23 0.28509871 0.020064979 38 saeA 2616954 4.026034e-04
#> 9 25 0.03997882 0.012948708 7 saeA 3440445 1.676690e-04
#> 10 27 0.01827142 0.015479558 2 saeA 1681849 2.396167e-04
#> 11 29 0.37987504 0.020790361 99 saeA 4459826 4.322391e-04
#> 12 3 0.15160214 0.018356447 12 saeA 2021729 3.369592e-04
#> 13 31 0.07414416 0.018771113 8 saeA 1350969 3.523547e-04
#> 14 33 0.30139446 0.022910257 20 saeA 1617318 5.248799e-04
#> 15 35 0.24243746 0.020078780 44 saeA 3158807 4.031574e-04
#> 16 37 0.02335768 0.008080697 9 saeA 6714319 6.529766e-05
#> 17 39 0.66267810 0.029728069 94 saeA 2701941 8.837581e-04
#> 18 41 0.10467752 0.018728175 6 saeA 1336034 3.507445e-04
#> 19 43 0.09640559 0.018284842 4 saeA 1435352 3.343354e-04
#> 20 45 0.08555527 0.019601958 8 saeA 1536038 3.842368e-04
#> 21 5 0.05489388 0.016042602 14 saeA 3072988 2.573651e-04
#> 22 7 0.15605608 0.016728889 36 saeA 5096959 2.798557e-04
#> 23 9 0.08627413 0.017721944 18 saeA 2729653 3.140673e-04
#> est est.var est.se est.cv pse CI99left CI99right
#> 1 440727.27 2774036331 52669.12 0.11950502 11.950502 305060.60 576393.93
#> 2 513355.75 2053332291 45313.71 0.08826961 8.826961 396635.37 630076.14
#> 3 924243.77 9750592410 98745.09 0.10683879 10.683879 669893.28 1178594.26
#> 4 34526.07 547119448 23390.58 0.67747611 67.747611 0.00 94776.22
#> 5 117342.98 559958442 23663.44 0.20166047 20.166047 56390.00 178295.97
#> 6 499388.27 2464443481 49643.16 0.09940794 9.940794 371515.96 627260.58
#> 7 39963.91 611284069 24724.16 0.61866218 61.866218 0.00 103649.12
#> 8 746090.20 2757208462 52509.13 0.07037906 7.037906 610835.66 881344.75
#> 9 137544.93 1984641749 44549.32 0.32388921 32.388921 22793.49 252296.37
#> 10 30729.77 677783731 26034.28 0.84720052 84.720052 0.00 97789.63
#> 11 1694176.57 8597256721 92721.39 0.05472947 5.472947 1455342.09 1933011.06
#> 12 306498.43 1377282884 37111.76 0.12108304 12.108304 210904.87 402092.00
#> 13 100166.47 643088611 25359.19 0.25317048 25.317048 34845.52 165487.42
#> 14 487450.68 1372937478 37053.17 0.07601419 7.601419 392008.04 582893.33
#> 15 765813.14 4022729286 63424.99 0.08282045 8.282045 602441.19 929185.09
#> 16 156830.88 2943754270 54256.38 0.34595466 34.595466 17075.72 296586.05
#> 17 1790517.14 6451862626 80323.49 0.04486050 4.486050 1583617.55 1997416.73
#> 18 139852.72 626074375 25021.48 0.17891306 17.891306 75401.67 204303.78
#> 19 138375.96 688809700 26245.18 0.18966578 18.966578 70772.84 205979.07
#> 20 131416.14 906573085 30109.35 0.22911456 22.911456 53859.59 208972.69
#> 21 168688.24 2430363998 49298.72 0.29224754 29.224754 41703.14 295673.33
#> 22 795411.43 7270369808 85266.46 0.10719794 10.719794 575779.57 1015043.28
#> 23 235498.43 2340117177 48374.76 0.20541435 20.541435 110893.31 360103.55
#> CI95left CI95right CI68left CI68right
#> 1 337497.69 543956.85 388350.046 493104.49
#> 2 424542.52 602168.99 468293.178 558418.33
#> 3 730706.95 1117780.59 826045.940 1022441.60
#> 4 0.00 80370.77 11265.114 57787.02
#> 5 70963.49 163722.47 93810.686 140875.28
#> 6 402089.46 596687.08 450020.235 548756.30
#> 7 0.00 88422.37 15376.775 64551.05
#> 8 643174.21 849006.20 693872.089 798308.32
#> 9 50229.87 224859.99 93242.506 181847.35
#> 10 0.00 81756.02 4839.778 56619.77
#> 11 1512445.98 1875907.17 1601969.054 1786384.09
#> 12 233760.72 379236.15 269592.349 343404.52
#> 13 50463.36 149869.57 74947.817 125385.11
#> 14 414827.80 560073.56 450602.866 524298.50
#> 15 641502.45 890123.84 702739.660 828886.62
#> 16 50490.34 263171.43 102875.203 210786.56
#> 17 1633086.00 1947948.28 1710638.816 1870395.47
#> 18 90811.53 188893.92 114969.918 164735.53
#> 19 86936.34 189815.57 112276.228 164475.69
#> 20 72402.90 190429.39 101473.661 161358.63
#> 21 72064.52 265311.96 119662.733 217713.74
#> 22 628292.23 962530.62 710617.518 880205.33
#> 23 140685.65 330311.21 187391.771 283605.09
#>
#> $raw$domdat
#> PLT_CN DOMAIN dem tcc tpi tnt AOI tnt2 CONDID CONDPROP_ADJ
#> 1 40404728010690 1 2372 0 10.625 2 1 1 1 1.0000000
#> 2 40404729010690 1 2382 5 0.750 2 1 1 1 1.0000000
#> 3 40404730010690 1 2274 45 -12.125 1 1 0 1 1.0000000
#> 4 40404731010690 1 2203 0 -0.125 2 1 1 1 1.0000000
#> 5 40404733010690 1 2276 0 1.250 2 1 1 1 1.0000000
#> 6 40404734010690 1 2178 0 0.125 2 1 1 1 1.0000000
#> 7 40404735010690 1 2214 0 0.875 2 1 1 1 1.0000000
#> 8 40404736010690 1 2229 0 0.750 2 1 1 1 1.0000000
#> 9 40404737010690 1 2576 16 2.500 1 1 0 1 0.7500000
#> 10 40404737010690 1 2576 16 2.500 1 1 0 2 0.2500000
#> 11 40404738010690 1 2434 27 -0.750 1 1 0 1 1.0000000
#> 12 40404739010690 1 2129 0 -0.625 2 1 1 1 1.0000000
#> 13 40404740010690 1 2261 0 1.875 2 1 1 1 1.0000000
#> 14 40404742010690 1 2202 1 -8.625 2 1 1 1 1.0000000
#> 15 40404743010690 1 2177 16 -1.125 2 1 1 1 1.0000000
#> 16 40404744010690 1 2108 0 -0.500 2 1 1 1 1.0000000
#> 17 40404745010690 1 2218 0 0.625 2 1 1 1 1.0000000
#> 18 40404746010690 1 2011 5 22.375 2 1 1 1 0.3762227
#> 19 40404746010690 1 2011 5 22.375 2 1 1 2 0.6237773
#> 20 40404747010690 1 2171 0 0.500 2 1 1 1 1.0000000
#> 21 40404748010690 1 2183 0 -1.875 2 1 1 1 1.0000000
#> 22 40404749010690 1 2125 0 3.000 2 1 1 1 1.0000000
#> 23 40404750010690 1 2078 0 1.000 2 1 1 1 1.0000000
#> 24 40404751010690 1 2181 0 0.000 2 1 1 1 1.0000000
#> 25 40404752010690 1 2142 0 -0.875 2 1 1 1 1.0000000
#> 26 40404753010690 1 2110 0 2.125 2 1 1 1 1.0000000
#> 27 40404754010690 1 2179 0 -1.500 2 1 1 1 1.0000000
#> 28 40404755010690 1 1861 19 1.875 1 1 0 1 1.0000000
#> 29 40404756010690 1 2201 0 -2.250 2 1 1 1 1.0000000
#> 30 40404757010690 1 2221 0 0.250 2 1 1 1 1.0000000
#> 31 40404758010690 1 2161 0 2.625 2 1 1 1 1.0000000
#> 32 40404759010690 1 2124 3 4.500 2 1 1 1 1.0000000
#> 33 40404760010690 1 2117 0 0.750 2 1 1 1 1.0000000
#> 34 40404761010690 1 2262 4 9.000 2 1 1 1 1.0000000
#> 35 40404762010690 1 2170 3 -4.375 2 1 1 1 1.0000000
#> 36 40404763010690 1 2071 0 -0.375 2 1 1 1 1.0000000
#> 37 40404764010690 1 2080 0 -0.625 2 1 1 1 1.0000000
#> 38 40404765010690 1 2182 1 -2.375 2 1 1 1 1.0000000
#> 39 40404766010690 1 2207 1 13.500 2 1 1 1 1.0000000
#> 40 40404768010690 1 2017 3 -0.625 2 1 1 1 1.0000000
#> 41 40404769010690 1 2098 0 1.250 2 1 1 1 1.0000000
#> 42 40404770010690 1 2123 0 0.375 2 1 1 1 1.0000000
#> 43 40404771010690 1 2184 0 -2.000 2 1 1 1 1.0000000
#> 44 40404772010690 1 2158 1 1.375 2 1 1 1 1.0000000
#> 45 40404773010690 1 1861 0 -6.875 2 1 1 1 1.0000000
#> 46 40404774010690 1 2092 0 -1.000 2 1 1 1 1.0000000
#> 47 40404775010690 1 2081 0 -0.875 2 1 1 1 1.0000000
#> 48 40404776010690 1 2098 9 0.125 2 1 1 1 1.0000000
#> 49 40404777010690 1 2053 0 0.250 2 1 1 1 1.0000000
#> 50 40404778010690 1 2153 0 -1.875 2 1 1 1 1.0000000
#> 51 40404779010690 1 2114 0 4.250 2 1 1 1 1.0000000
#> 52 40404780010690 1 2141 0 0.000 2 1 1 1 1.0000000
#> 53 40404781010690 1 2187 0 0.750 2 1 1 1 1.0000000
#> 54 40404782010690 1 1828 0 -2.500 2 1 1 1 1.0000000
#> 55 40404783010690 1 2154 0 -0.375 2 1 1 1 1.0000000
#> 56 40404784010690 1 2091 1 -0.875 2 1 1 1 1.0000000
#> 57 40404785010690 1 2117 2 6.250 2 1 1 1 1.0000000
#> 58 40404786010690 1 2155 0 -0.625 2 1 1 1 1.0000000
#> 59 40404787010690 1 2158 0 2.625 2 1 1 1 1.0000000
#> 60 40404788010690 1 2137 12 -4.000 2 1 1 1 1.0000000
#> 61 40404789010690 1 2177 0 -1.875 2 1 1 1 1.0000000
#> 62 40404790010690 1 2149 2 -0.250 2 1 1 1 1.0000000
#> 63 40404791010690 1 2170 0 -0.375 2 1 1 1 1.0000000
#> 64 40404792010690 1 2225 5 1.500 2 1 1 1 1.0000000
#> 65 40404793010690 1 2134 14 0.500 2 1 1 1 1.0000000
#> 66 40404794010690 1 2146 0 -0.625 2 1 1 1 1.0000000
#> 67 40404795010690 1 2149 0 0.125 2 1 1 1 1.0000000
#> 68 40404796010690 1 2201 0 0.625 2 1 1 1 1.0000000
#> 69 40404798010690 1 2015 0 -4.625 2 1 1 1 1.0000000
#> 70 40404799010690 1 2213 0 -0.375 2 1 1 1 1.0000000
#> 71 40404800010690 1 2180 0 0.125 2 1 1 1 1.0000000
#> 72 40404801010690 1 2444 2 -4.125 2 1 1 1 1.0000000
#> 73 40404802010690 1 2352 1 -2.500 2 1 1 1 1.0000000
#> 74 40404803010690 1 2298 0 4.250 2 1 1 1 1.0000000
#> 75 40404804010690 1 2158 0 -0.375 2 1 1 1 1.0000000
#> 76 40404805010690 1 2452 2 0.125 2 1 1 1 1.0000000
#> 77 40404806010690 1 2319 1 -0.375 2 1 1 1 1.0000000
#> 78 40404807010690 1 2256 0 -2.625 2 1 1 1 1.0000000
#> 79 40404808010690 1 2160 4 0.000 2 1 1 1 1.0000000
#> 80 40404809010690 1 2190 0 0.750 2 1 1 1 1.0000000
#> 81 40404810010690 1 2268 9 -6.000 2 1 1 1 0.7500000
#> 82 40404810010690 1 2268 9 -6.000 2 1 1 2 0.2500000
#> 83 40404811010690 1 2184 6 0.125 2 1 1 1 1.0000000
#> 84 40404812010690 1 2171 3 0.000 2 1 1 1 1.0000000
#> 85 40404813010690 1 2181 0 0.000 2 1 1 1 1.0000000
#> 86 40404814010690 1 2229 0 -0.125 2 1 1 1 1.0000000
#> 87 40404816010690 1 2343 1 -0.375 2 1 1 1 1.0000000
#> 88 40404817010690 1 2259 1 -0.125 2 1 1 1 1.0000000
#> 89 40404818010690 1 3397 11 -7.375 2 1 1 1 1.0000000
#> 90 40404819010690 1 2190 3 -0.125 2 1 1 1 1.0000000
#> 91 40404820010690 1 2394 7 4.000 2 1 1 1 1.0000000
#> 92 40404821010690 1 3136 41 25.500 1 1 0 1 1.0000000
#> 93 40404822010690 1 3152 41 -1.000 1 1 0 1 1.0000000
#> 94 40404823010690 1 2296 2 0.000 2 1 1 1 1.0000000
#> 95 40404824010690 1 2260 12 -4.250 2 1 1 1 1.0000000
#> 96 40404825010690 1 2202 0 0.750 2 1 1 1 1.0000000
#> 97 40404826010690 1 2421 0 -0.250 2 1 1 1 1.0000000
#> 98 40404827010690 1 2904 52 -2.000 1 1 0 1 1.0000000
#> 99 40404828010690 1 2404 3 -0.500 2 1 1 1 1.0000000
#> 100 40404829010690 1 2224 0 -0.500 2 1 1 1 1.0000000
#> 101 40404830010690 1 2184 2 -0.250 2 1 1 1 1.0000000
#> 102 40404831010690 1 2462 9 8.875 2 1 1 1 1.0000000
#> 103 40404832010690 1 2334 1 4.000 2 1 1 1 1.0000000
#> 104 40404833010690 1 2414 11 0.375 2 1 1 1 1.0000000
#> 105 40404834010690 1 2210 7 0.500 1 1 0 1 1.0000000
#> 106 40404835010690 1 2266 0 0.250 2 1 1 1 1.0000000
#> 107 40404837010690 1 2925 54 -1.500 1 1 0 1 1.0000000
#> 108 40404838010690 1 2727 8 -11.125 1 1 0 1 1.0000000
#> 109 40404839010690 1 2312 0 0.750 2 1 1 1 1.0000000
#> 110 40404840010690 1 2533 9 -0.500 2 1 1 1 1.0000000
#> 111 40404842010690 1 2233 0 1.125 2 1 1 1 1.0000000
#> 112 40404843010690 1 2489 1 0.250 2 1 1 1 1.0000000
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#> 1990 40406698010690 29 2874 23 6.000 1 1 0 1 0.7500000
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#> 1995 40406702010690 29 1261 1 -0.750 2 1 1 1 1.0000000
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#> 2002 40406708010690 29 2549 54 1.750 1 1 0 2 0.2500000
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#> 2950 40407618010690 39 2767 13 7.875 2 1 1 1 1.0000000
#> 2951 40407620010690 39 2014 1 -1.000 2 1 1 1 1.0000000
#> 2952 40407621010690 39 2029 1 0.625 2 1 1 1 1.0000000
#> 2953 40407622010690 39 2285 9 -2.625 2 1 1 1 1.0000000
#> 2954 40407623010690 39 2635 60 1.000 1 1 0 1 0.7500000
#> 2955 40407623010690 39 2635 60 1.000 1 1 0 2 0.2500000
#> 2956 40407624010690 39 1917 8 -0.125 2 1 1 1 1.0000000
#> 2957 40407625010690 39 1943 11 -0.125 2 1 1 1 1.0000000
#> 2958 40407626010690 39 2749 51 -0.625 1 1 0 1 1.0000000
#> 2959 40407627010690 39 2621 60 11.500 1 1 0 1 1.0000000
#> 2960 40407628010690 39 2455 21 -11.000 2 1 1 1 1.0000000
#> 2961 40407629010690 39 2396 17 -15.500 2 1 1 1 0.7500000
#> 2962 40407629010690 39 2396 17 -15.500 2 1 1 2 0.2500000
#> 2963 40407630010690 39 1893 11 0.250 2 1 1 1 1.0000000
#> 2964 40407631010690 39 3147 6 -10.000 2 1 1 1 1.0000000
#> 2965 40407632010690 39 2883 27 9.750 1 1 0 1 0.7500000
#> 2966 40407632010690 39 2883 27 9.750 1 1 0 2 0.2500000
#> 2967 40407633010690 39 2551 25 6.625 1 1 0 1 0.5000000
#> 2968 40407633010690 39 2551 25 6.625 1 1 0 2 0.5000000
#> 2969 40407634010690 39 2739 50 20.125 1 1 0 1 1.0000000
#> 2970 40407635010690 39 2942 3 -0.500 2 1 1 1 0.7500000
#> 2971 40407635010690 39 2942 3 -0.500 2 1 1 2 0.2500000
#> 2972 40407636010690 39 2602 13 18.125 2 1 1 1 0.7500000
#> 2973 40407636010690 39 2602 13 18.125 2 1 1 2 0.2500000
#> 2974 40407637010690 39 2116 55 -13.125 1 1 0 1 1.0000000
#> 2975 40407638010690 39 2151 61 -2.625 1 1 0 1 1.0000000
#> 2976 40407639010690 39 2865 22 0.250 1 1 0 1 1.0000000
#> 2977 40407640010690 39 3050 3 0.500 2 1 1 1 1.0000000
#> 2978 40407641010690 39 2186 33 -4.375 1 1 0 1 1.0000000
#> 2979 40407642010690 39 1817 11 -0.625 2 1 1 1 1.0000000
#> 2980 40407643010690 39 2946 26 -2.250 1 1 0 1 1.0000000
#> 2981 40407644010690 39 2390 3 3.000 1 1 0 1 1.0000000
#> 2982 40407645010690 39 2731 14 6.250 2 1 1 1 1.0000000
#> 2983 40407646010690 39 2737 52 3.750 1 1 0 1 0.7500000
#> 2984 40407646010690 39 2737 52 3.750 1 1 0 2 0.2500000
#> 2985 40407647010690 39 2143 24 0.500 1 1 0 1 0.7500000
#> 2986 40407647010690 39 2143 24 0.500 1 1 0 2 0.2500000
#> 2987 40407648010690 39 2532 46 6.000 1 1 0 1 1.0000000
#> 2988 40407649010690 39 1910 43 -3.000 1 1 0 1 1.0000000
#> 2989 40407650010690 39 2361 42 -5.500 1 1 0 1 0.2500000
#> 2990 40407650010690 39 2361 42 -5.500 1 1 0 2 0.7500000
#> 2991 40407651010690 39 2449 56 -2.125 1 1 0 1 1.0000000
#> 2992 40407652010690 39 2510 62 -7.875 1 1 0 1 1.0000000
#> 2993 40407653010690 39 2501 34 5.875 1 1 0 1 1.0000000
#> 2994 40407654010690 39 2239 26 8.750 1 1 0 1 0.7500000
#> 2995 40407654010690 39 2239 26 8.750 1 1 0 2 0.2500000
#> 2996 40407655010690 39 2905 17 -15.875 1 1 0 1 1.0000000
#> 2997 40407656010690 39 3030 4 8.750 2 1 1 1 1.0000000
#> 2998 40407657010690 39 2727 33 3.250 2 1 1 1 1.0000000
#> 2999 40407658010690 39 2726 48 3.625 1 1 0 1 0.7500000
#> 3000 40407658010690 39 2726 48 3.625 1 1 0 2 0.2500000
#> 3001 40407659010690 39 2268 57 -13.000 1 1 0 1 1.0000000
#> 3002 40407660010690 39 2294 18 13.125 2 1 1 1 1.0000000
#> 3003 40407661010690 41 2353 5 -9.625 2 1 1 1 1.0000000
#> 3004 40407662010690 41 1945 1 -1.000 2 1 1 1 1.0000000
#> 3005 40407663010690 41 1971 2 1.000 2 1 1 1 1.0000000
#> 3006 40407664010690 41 2227 0 2.750 2 1 1 1 1.0000000
#> 3007 40407665010690 41 2113 0 1.875 2 1 1 1 1.0000000
#> 3008 40407666010690 41 1983 0 -2.125 2 1 1 1 1.0000000
#> 3009 40407667010690 41 2020 0 -0.125 2 1 1 1 1.0000000
#> 3010 40407668010690 41 2264 11 -1.875 2 1 1 1 1.0000000
#> 3011 40407669010690 41 2280 3 -0.500 2 1 1 1 1.0000000
#> 3012 40407671010690 41 2078 0 -0.250 2 1 1 1 1.0000000
#> 3013 40407672010690 41 2005 1 0.000 2 1 1 1 1.0000000
#> 3014 40407673010690 41 2009 0 1.375 2 1 1 1 1.0000000
#> 3015 40407674010690 41 2375 3 -3.500 2 1 1 1 1.0000000
#> 3016 40407675010690 41 2014 0 -3.500 2 1 1 1 1.0000000
#> 3017 40407676010690 41 1981 0 0.000 2 1 1 1 1.0000000
#> 3018 40407677010690 41 2089 0 -2.125 2 1 1 1 1.0000000
#> 3019 40407678010690 41 2128 0 -0.375 2 1 1 1 1.0000000
#> 3020 40407679010690 41 2130 0 -9.625 2 1 1 1 1.0000000
#> 3021 40407680010690 41 2013 2 0.000 2 1 1 1 1.0000000
#> 3022 40407681010690 41 2118 0 -7.375 2 1 1 1 1.0000000
#> 3023 40407682010690 41 2079 0 -1.375 2 1 1 1 1.0000000
#> 3024 40407683010690 41 2134 0 0.125 2 1 1 1 1.0000000
#> 3025 40407684010690 41 2028 3 -0.375 2 1 1 1 1.0000000
#> 3026 40407685010690 41 2117 0 -0.250 2 1 1 1 1.0000000
#> 3027 40407686010690 41 2294 0 2.125 2 1 1 1 0.5000000
#> 3028 40407686010690 41 2294 0 2.125 2 1 1 2 0.5000000
#> 3029 40407687010690 41 2270 0 1.000 2 1 1 1 1.0000000
#> 3030 40407688010690 41 2146 4 4.250 2 1 1 1 0.7500000
#> 3031 40407688010690 41 2146 4 4.250 2 1 1 2 0.2500000
#> 3032 40407689010690 41 2265 1 -0.875 2 1 1 1 1.0000000
#> 3033 40407690010690 41 2031 1 -0.250 2 1 1 1 1.0000000
#> 3034 40407691010690 41 1996 0 0.500 2 1 1 1 1.0000000
#> 3035 40407692010690 41 2171 0 2.875 2 1 1 1 1.0000000
#> 3036 40407693010690 41 2292 0 1.625 2 1 1 1 1.0000000
#> 3037 40407694010690 41 2051 0 -1.500 2 1 1 1 1.0000000
#> 3038 40407695010690 41 2220 0 3.000 2 1 1 1 1.0000000
#> 3039 40407696010690 41 2203 1 0.125 2 1 1 1 1.0000000
#> 3040 40407697010690 41 2212 0 0.375 2 1 1 1 1.0000000
#> 3041 40407698010690 41 2200 0 0.125 2 1 1 1 1.0000000
#> 3042 40407699010690 41 2287 0 0.125 2 1 1 1 1.0000000
#> 3043 40407700010690 41 2309 1 6.375 2 1 1 1 1.0000000
#> 3044 40407701010690 41 2366 2 -14.000 2 1 1 1 1.0000000
#> 3045 40407702010690 41 2367 1 0.000 2 1 1 1 1.0000000
#> 3046 40407703010690 41 2372 0 1.125 2 1 1 1 1.0000000
#> 3047 40407704010690 41 2281 1 0.375 2 1 1 1 1.0000000
#> 3048 40407705010690 41 2539 8 -0.500 1 1 0 1 1.0000000
#> 3049 40407706010690 41 2502 10 0.625 1 1 0 1 1.0000000
#> 3050 40407707010690 41 2417 3 0.875 2 1 1 1 1.0000000
#> 3051 40407708010690 41 2497 7 2.875 2 1 1 1 1.0000000
#> 3052 40407709010690 41 2674 62 0.500 1 1 0 1 1.0000000
#> 3053 40407710010690 41 2415 5 0.625 2 1 1 1 1.0000000
#> 3054 40407711010690 41 2337 15 1.375 2 1 1 1 1.0000000
#> 3055 40407714010690 41 2799 44 -3.000 2 1 1 1 0.7500000
#> 3056 40407714010690 41 2799 44 -3.000 2 1 1 2 0.2500000
#> 3057 40407715010690 41 2450 2 -2.375 2 1 1 1 1.0000000
#> 3058 40407716010690 41 2009 0 -4.875 2 1 1 1 1.0000000
#> 3059 40407717010690 41 2069 35 2.500 2 1 1 1 1.0000000
#> 3060 40407718010690 41 2140 21 -1.500 2 1 1 1 1.0000000
#> 3061 40407719010690 41 1992 0 -0.875 2 1 1 1 1.0000000
#> 3062 40407720010690 41 1968 0 -2.375 2 1 1 1 1.0000000
#> 3063 40407721010690 41 1973 0 -1.250 2 1 1 1 1.0000000
#> 3064 40407722010690 41 2026 0 -0.625 2 1 1 1 1.0000000
#> 3065 40407723010690 41 2114 0 -0.750 2 1 1 1 1.0000000
#> 3066 40407724010690 41 2202 14 0.000 2 1 1 1 1.0000000
#> 3067 40407725010690 41 2253 0 -2.750 2 1 1 1 1.0000000
#> 3068 40407726010690 41 2171 0 -1.000 2 1 1 1 1.0000000
#> 3069 40407728010690 43 1591 1 7.250 2 1 1 1 1.0000000
#> 3070 40407729010690 43 1381 1 2.625 2 1 1 1 1.0000000
#> 3071 40407730010690 43 1288 0 -0.750 2 1 1 1 1.0000000
#> 3072 40407731010690 43 1411 0 0.625 2 1 1 1 1.0000000
#> 3073 40407732010690 43 1585 3 7.875 2 1 1 1 1.0000000
#> 3074 40407733010690 43 2674 32 0.125 1 1 0 1 1.0000000
#> 3075 40407734010690 43 1383 0 -0.375 2 1 1 1 1.0000000
#> 3076 40407735010690 43 1322 1 10.125 2 1 1 1 1.0000000
#> 3077 40407736010690 43 1360 2 -4.875 2 1 1 1 1.0000000
#> 3078 40407737010690 43 2426 43 -11.750 1 1 0 1 1.0000000
#> 3079 40407738010690 43 1431 0 1.875 2 1 1 1 1.0000000
#> 3080 40407739010690 43 1407 0 -0.625 2 1 1 1 1.0000000
#> 3081 40407740010690 43 1301 0 -0.500 2 1 1 1 1.0000000
#> 3082 40407741010690 43 1233 11 0.375 2 1 1 1 1.0000000
#> 3083 40407742010690 43 1418 1 -2.625 2 1 1 1 1.0000000
#> 3084 40407743010690 43 1891 4 -1.250 2 1 1 1 1.0000000
#> 3085 40407744010690 43 1519 4 -0.125 2 1 1 1 1.0000000
#> 3086 40407745010690 43 1372 0 -0.250 2 1 1 1 1.0000000
#> 3087 40407746010690 43 1371 0 -1.375 2 1 1 1 1.0000000
#> 3088 40407747010690 43 1298 1 -2.875 2 1 1 1 1.0000000
#> 3089 40407748010690 43 1372 0 2.000 2 1 1 1 1.0000000
#> 3090 40407749010690 43 1401 0 -0.125 2 1 1 1 1.0000000
#> 3091 40407750010690 43 1491 8 -8.500 2 1 1 1 1.0000000
#> 3092 40407751010690 43 1531 2 -1.000 2 1 1 1 1.0000000
#> 3093 40407752010690 43 1378 0 5.750 2 1 1 1 1.0000000
#> 3094 40407753010690 43 1350 0 2.500 2 1 1 1 1.0000000
#> 3095 40407754010690 43 1475 0 -7.375 2 1 1 1 1.0000000
#> 3096 40407755010690 43 1474 2 -4.500 2 1 1 1 1.0000000
#> 3097 40407756010690 43 2232 2 0.000 2 1 1 1 1.0000000
#> 3098 40407757010690 43 1574 0 -3.875 2 1 1 1 1.0000000
#> 3099 40407758010690 43 1312 0 -2.500 2 1 1 1 1.0000000
#> 3100 40407759010690 43 1353 3 0.750 2 1 1 1 1.0000000
#> 3101 40407760010690 43 1459 0 1.500 2 1 1 1 1.0000000
#> 3102 40407761010690 43 2217 1 7.500 2 1 1 1 1.0000000
#> 3103 40407762010690 43 1389 0 -1.125 2 1 1 1 1.0000000
#> 3104 40407763010690 43 1408 0 3.250 2 1 1 1 1.0000000
#> 3105 40407764010690 43 1445 0 11.625 2 1 1 1 1.0000000
#> 3106 40407765010690 43 1416 0 -4.750 2 1 1 1 1.0000000
#> 3107 40407766010690 43 1341 0 -4.875 2 1 1 1 1.0000000
#> 3108 40407767010690 43 1362 0 -5.875 2 1 1 1 1.0000000
#> 3109 40407768010690 43 1526 2 2.625 2 1 1 1 1.0000000
#> 3110 40407769010690 43 1494 0 -7.375 2 1 1 1 1.0000000
#> 3111 40407771010690 43 1562 14 -17.250 2 1 1 1 1.0000000
#> 3112 40407772010690 43 1390 0 -5.750 2 1 1 1 1.0000000
#> 3113 40407773010690 43 1569 0 -0.500 2 1 1 1 1.0000000
#> 3114 40407774010690 43 1836 52 4.250 1 1 0 1 1.0000000
#> 3115 40407775010690 43 2153 7 10.250 2 1 1 1 1.0000000
#> 3116 40407776010690 43 1582 0 1.750 2 1 1 1 1.0000000
#> 3117 40407778010690 43 1477 1 -0.375 2 1 1 1 1.0000000
#> 3118 40407779010690 43 1611 0 2.625 2 1 1 1 1.0000000
#> 3119 40407780010690 43 1565 26 -3.875 2 1 1 1 1.0000000
#> 3120 40407781010690 43 1619 0 7.125 2 1 1 1 1.0000000
#> 3121 40407782010690 43 1678 6 17.125 2 1 1 1 1.0000000
#> 3122 40407783010690 43 1933 25 1.375 2 1 1 1 1.0000000
#> 3123 40407784010690 43 2335 6 -7.125 1 1 0 1 1.0000000
#> 3124 40407785010690 43 1687 1 7.250 2 1 1 1 1.0000000
#> 3125 40407786010690 43 2274 26 0.500 2 1 1 1 1.0000000
#> 3126 40407787010690 43 2095 4 -7.625 2 1 1 1 1.0000000
#> 3127 40407788010690 43 2124 4 -1.250 2 1 1 1 1.0000000
#> 3128 40407789010690 43 2175 4 0.625 2 1 1 1 1.0000000
#> 3129 40407790010690 43 1339 5 3.500 2 1 1 1 1.0000000
#> 3130 40407791010690 43 1346 0 -6.625 2 1 1 1 1.0000000
#> 3131 40407792010690 43 1434 1 0.875 2 1 1 1 1.0000000
#> 3132 40407793010690 45 1371 1 1.500 2 1 1 1 1.0000000
#> 3133 40407794010690 45 1384 0 5.500 2 1 1 1 1.0000000
#> 3134 40407795010690 45 1375 22 -0.750 2 1 1 1 0.7500000
#> 3135 40407795010690 45 1375 22 -0.750 2 1 1 2 0.2500000
#> 3136 40407796010690 45 1671 19 -3.875 2 1 1 1 1.0000000
#> 3137 40407797010690 45 1342 1 1.000 2 1 1 1 1.0000000
#> 3138 40407798010690 45 1355 0 0.125 2 1 1 1 1.0000000
#> 3139 40407799010690 45 1351 8 0.000 2 1 1 1 1.0000000
#> 3140 40407800010690 45 1613 26 -12.750 2 1 1 1 0.7500000
#> 3141 40407800010690 45 1613 26 -12.750 2 1 1 2 0.2500000
#> 3142 40407801010690 45 1841 49 -5.875 1 1 0 1 1.0000000
#> 3143 40407802010690 45 1350 0 0.375 2 1 1 1 1.0000000
#> 3144 40407803010690 45 1311 0 0.000 2 1 1 1 1.0000000
#> 3145 40407804010690 45 1713 1 -6.500 1 1 0 1 1.0000000
#> 3146 40407805010690 45 1343 0 -0.625 2 1 1 1 1.0000000
#> 3147 40407806010690 45 1405 1 -0.125 2 1 1 1 1.0000000
#> 3148 40407807010690 45 1381 1 1.625 2 1 1 1 1.0000000
#> 3149 40407808010690 45 1347 0 6.375 2 1 1 1 1.0000000
#> 3150 40407810010690 45 1506 1 1.250 2 1 1 1 1.0000000
#> 3151 40407811010690 45 1501 1 1.000 2 1 1 1 1.0000000
#> 3152 40407812010690 45 1270 2 2.750 2 1 1 1 1.0000000
#> 3153 40407813010690 45 1244 0 -0.750 2 1 1 1 1.0000000
#> 3154 40407814010690 45 1481 27 -3.375 1 1 0 1 1.0000000
#> 3155 40407815010690 45 1854 62 10.000 1 1 0 1 1.0000000
#> 3156 40407816010690 45 1434 2 -4.125 2 1 1 1 1.0000000
#> 3157 40407817010690 45 1438 1 -5.500 2 1 1 1 1.0000000
#> 3158 40407818010690 45 1319 0 1.375 2 1 1 1 1.0000000
#> 3159 40407821010690 45 1410 2 -7.125 2 1 1 1 0.5000000
#> 3160 40407821010690 45 1410 2 -7.125 2 1 1 2 0.5000000
#> 3161 40407823010690 45 1395 1 0.625 2 1 1 1 1.0000000
#> 3162 40407824010690 45 1252 0 -0.500 2 1 1 1 1.0000000
#> 3163 40407825010690 45 1521 0 -1.125 2 1 1 1 1.0000000
#> 3164 40407826010690 45 1395 0 -1.375 2 1 1 1 1.0000000
#> 3165 40407827010690 45 1323 0 0.125 2 1 1 1 1.0000000
#> 3166 40407828010690 45 1344 0 -2.250 2 1 1 1 1.0000000
#> 3167 40407829010690 45 1198 8 -6.750 1 1 0 1 1.0000000
#> 3168 40407830010690 45 1216 0 -0.625 2 1 1 1 1.0000000
#> 3169 40407831010690 45 1834 51 4.625 1 1 0 1 0.7500000
#> 3170 40407831010690 45 1834 51 4.625 1 1 0 2 0.2500000
#> 3171 40407832010690 45 1366 0 1.375 2 1 1 1 1.0000000
#> 3172 40407833010690 45 1281 0 0.625 2 1 1 1 1.0000000
#> 3173 40407834010690 45 1275 0 -2.125 2 1 1 1 1.0000000
#> 3174 40407835010690 45 1228 0 -2.000 2 1 1 1 1.0000000
#> 3175 40407836010690 45 1274 0 -0.250 2 1 1 1 1.0000000
#> 3176 40407837010690 45 1432 5 -1.875 1 1 0 1 1.0000000
#> 3177 40407838010690 45 1364 0 7.250 2 1 1 1 1.0000000
#> 3178 40407839010690 45 1274 0 -1.375 2 1 1 1 1.0000000
#> 3179 40407840010690 45 1194 0 1.000 2 1 1 1 1.0000000
#> 3180 40407841010690 45 1344 0 0.375 2 1 1 1 1.0000000
#> 3181 40407842010690 45 1354 0 1.625 2 1 1 1 1.0000000
#> 3182 40407843010690 45 1279 0 -1.625 2 1 1 1 1.0000000
#> 3183 40407844010690 45 1202 0 -0.250 2 1 1 1 1.0000000
#> 3184 40407845010690 45 1522 6 6.750 1 1 0 1 1.0000000
#> 3185 40407846010690 45 1338 0 2.875 2 1 1 1 1.0000000
#> 3186 40407847010690 45 1324 0 4.125 2 1 1 1 1.0000000
#> 3187 40407848010690 45 1224 0 3.500 2 1 1 1 1.0000000
#> 3188 40407849010690 45 1197 0 -1.625 2 1 1 1 1.0000000
#> 3189 40407850010690 45 1348 0 1.250 2 1 1 1 1.0000000
#> 3190 40407851010690 45 1309 0 4.375 2 1 1 1 1.0000000
#> 3191 40407852010690 45 1157 0 -0.250 2 1 1 1 1.0000000
#> 3192 40407853010690 45 1163 0 2.625 2 1 1 1 1.0000000
#> 3193 40407854010690 45 1426 0 -5.625 2 1 1 1 1.0000000
#> 3194 40407855010690 45 1280 0 1.500 2 1 1 1 1.0000000
#> 3195 40407856010690 45 1182 0 0.625 2 1 1 1 1.0000000
#> 3196 40407857010690 45 1402 0 -1.125 2 1 1 1 1.0000000
#> 3197 40407858010690 45 1260 0 0.500 2 1 1 1 1.0000000
#> 3198 40407859010690 45 1275 0 5.250 2 1 1 1 1.0000000
#> 3199 40407860010690 45 1262 0 -0.500 2 1 1 1 1.0000000
#> 3200 40407861010690 45 1127 0 -1.625 2 1 1 1 0.7500000
#> 3201 40407861010690 45 1127 0 -1.625 2 1 1 2 0.2500000
#> 3202 40407862010690 45 1342 30 0.875 1 1 0 1 1.0000000
#> 3203 40407863010690 45 1334 3 -0.125 2 1 1 1 1.0000000
#> 3204 40407864010690 45 1379 0 1.750 2 1 1 1 1.0000000
#> 3205 40407865010690 45 1288 0 -0.375 2 1 1 1 1.0000000
#> 3206 40407866010690 45 1248 2 0.125 2 1 1 1 1.0000000
#> 3207 40407867010690 45 1286 0 2.875 2 1 1 1 1.0000000
#> 3208 40407868010690 45 1272 0 1.875 2 1 1 1 1.0000000
#> 3209 40407869010690 45 1209 0 1.250 2 1 1 1 1.0000000
#> 3210 46792188020004 29 2165 13 0.500 2 1 1 1 1.0000000
#> COND_STATUS_CD TOTAL AREA_ADJ LARGEBND
#> 1 NA NA 0.0000000 1
#> 2 1 1 1.0000000 1
#> 3 1 1 1.0000000 1
#> 4 NA NA 0.0000000 1
#> 5 NA NA 0.0000000 1
#> 6 NA NA 0.0000000 1
#> 7 NA NA 0.0000000 1
#> 8 NA NA 0.0000000 1
#> 9 NA NA 0.0000000 1
#> 10 1 1 0.2500000 1
#> 11 1 1 1.0000000 1
#> 12 NA NA 0.0000000 1
#> 13 NA NA 0.0000000 1
#> 14 1 1 1.0000000 1
#> 15 1 1 1.0000000 1
#> 16 NA NA 0.0000000 1
#> 17 NA NA 0.0000000 1
#> 18 NA NA 0.0000000 1
#> 19 1 1 0.6237773 1
#> 20 NA NA 0.0000000 1
#> 21 NA NA 0.0000000 1
#> 22 NA NA 0.0000000 1
#> 23 NA NA 0.0000000 1
#> 24 NA NA 0.0000000 1
#> 25 NA NA 0.0000000 1
#> 26 NA NA 0.0000000 1
#> 27 NA NA 0.0000000 1
#> 28 1 1 1.0000000 1
#> 29 NA NA 0.0000000 1
#> 30 NA NA 0.0000000 1
#> 31 1 1 1.0000000 1
#> 32 1 1 1.0000000 1
#> 33 NA NA 0.0000000 1
#> 34 NA NA 0.0000000 1
#> 35 1 1 1.0000000 1
#> 36 NA NA 0.0000000 1
#> 37 NA NA 0.0000000 1
#> 38 NA NA 0.0000000 1
#> 39 NA NA 0.0000000 1
#> 40 NA NA 0.0000000 1
#> 41 NA NA 0.0000000 1
#> 42 NA NA 0.0000000 1
#> 43 NA NA 0.0000000 1
#> 44 NA NA 0.0000000 1
#> 45 NA NA 0.0000000 1
#> 46 NA NA 0.0000000 1
#> 47 NA NA 0.0000000 1
#> 48 NA NA 0.0000000 1
#> 49 NA NA 0.0000000 1
#> 50 NA NA 0.0000000 1
#> 51 NA NA 0.0000000 1
#> 52 NA NA 0.0000000 1
#> 53 NA NA 0.0000000 1
#> 54 NA NA 0.0000000 1
#> 55 NA NA 0.0000000 1
#> 56 NA NA 0.0000000 1
#> 57 NA NA 0.0000000 1
#> 58 NA NA 0.0000000 1
#> 59 NA NA 0.0000000 1
#> 60 1 1 1.0000000 1
#> 61 NA NA 0.0000000 1
#> 62 NA NA 0.0000000 1
#> 63 NA NA 0.0000000 1
#> 64 NA NA 0.0000000 1
#> 65 NA NA 0.0000000 1
#> 66 NA NA 0.0000000 1
#> 67 NA NA 0.0000000 1
#> 68 NA NA 0.0000000 1
#> 69 NA NA 0.0000000 1
#> 70 NA NA 0.0000000 1
#> 71 NA NA 0.0000000 1
#> 72 NA NA 0.0000000 1
#> 73 NA NA 0.0000000 1
#> 74 NA NA 0.0000000 1
#> 75 NA NA 0.0000000 1
#> 76 NA NA 0.0000000 1
#> 77 NA NA 0.0000000 1
#> 78 NA NA 0.0000000 1
#> 79 NA NA 0.0000000 1
#> 80 NA NA 0.0000000 1
#> 81 NA NA 0.0000000 1
#> 82 NA NA 0.0000000 1
#> 83 NA NA 0.0000000 1
#> 84 NA NA 0.0000000 1
#> 85 NA NA 0.0000000 1
#> 86 NA NA 0.0000000 1
#> 87 NA NA 0.0000000 1
#> 88 NA NA 0.0000000 1
#> 89 NA NA 0.0000000 1
#> 90 NA NA 0.0000000 1
#> 91 NA NA 0.0000000 1
#> 92 1 1 1.0000000 1
#> 93 1 1 1.0000000 1
#> 94 NA NA 0.0000000 1
#> 95 NA NA 0.0000000 1
#> 96 NA NA 0.0000000 1
#> 97 NA NA 0.0000000 1
#> 98 1 1 1.0000000 1
#> 99 NA NA 0.0000000 1
#> 100 NA NA 0.0000000 1
#> 101 NA NA 0.0000000 1
#> 102 1 1 1.0000000 1
#> 103 NA NA 0.0000000 1
#> 104 NA NA 0.0000000 1
#> 105 NA NA 0.0000000 1
#> 106 NA NA 0.0000000 1
#> 107 1 1 1.0000000 1
#> 108 1 1 1.0000000 1
#> 109 NA NA 0.0000000 1
#> 110 NA NA 0.0000000 1
#> 111 NA NA 0.0000000 1
#> 112 1 1 1.0000000 1
#> 113 1 1 1.0000000 1
#> 114 1 1 1.0000000 1
#> 115 NA NA 0.0000000 1
#> 116 NA NA 0.0000000 1
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#> 2891 1 1 0.7500000 1
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#> 2897 1 1 1.0000000 1
#> 2898 1 1 1.0000000 1
#> 2899 NA NA 0.0000000 1
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#> 2902 1 1 1.0000000 1
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#> 2942 1 1 1.0000000 1
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#> 3010 NA NA 0.0000000 1
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#> 3012 NA NA 0.0000000 1
#> 3013 NA NA 0.0000000 1
#> 3014 NA NA 0.0000000 1
#> 3015 NA NA 0.0000000 1
#> 3016 NA NA 0.0000000 1
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#> 3020 NA NA 0.0000000 1
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#> 3023 NA NA 0.0000000 1
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#> 3025 NA NA 0.0000000 1
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#> 3029 NA NA 0.0000000 1
#> 3030 1 1 0.7500000 1
#> 3031 NA NA 0.0000000 1
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#> 3033 NA NA 0.0000000 1
#> 3034 NA NA 0.0000000 1
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#> 3036 NA NA 0.0000000 1
#> 3037 NA NA 0.0000000 1
#> 3038 NA NA 0.0000000 1
#> 3039 NA NA 0.0000000 1
#> 3040 NA NA 0.0000000 1
#> 3041 NA NA 0.0000000 1
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#> 3043 NA NA 0.0000000 1
#> 3044 NA NA 0.0000000 1
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#> 3046 NA NA 0.0000000 1
#> 3047 NA NA 0.0000000 1
#> 3048 NA NA 0.0000000 1
#> 3049 NA NA 0.0000000 1
#> 3050 NA NA 0.0000000 1
#> 3051 NA NA 0.0000000 1
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#> 3053 NA NA 0.0000000 1
#> 3054 NA NA 0.0000000 1
#> 3055 NA NA 0.0000000 1
#> 3056 1 1 0.2500000 1
#> 3057 NA NA 0.0000000 1
#> 3058 NA NA 0.0000000 1
#> 3059 1 1 1.0000000 1
#> 3060 1 1 1.0000000 1
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#> 3062 NA NA 0.0000000 1
#> 3063 NA NA 0.0000000 1
#> 3064 NA NA 0.0000000 1
#> 3065 NA NA 0.0000000 1
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#> 3067 NA NA 0.0000000 1
#> 3068 NA NA 0.0000000 1
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#> 3070 NA NA 0.0000000 1
#> 3071 NA NA 0.0000000 1
#> 3072 NA NA 0.0000000 1
#> 3073 NA NA 0.0000000 1
#> 3074 NA NA 0.0000000 1
#> 3075 NA NA 0.0000000 1
#> 3076 NA NA 0.0000000 1
#> 3077 NA NA 0.0000000 1
#> 3078 1 1 1.0000000 1
#> 3079 NA NA 0.0000000 1
#> 3080 NA NA 0.0000000 1
#> 3081 NA NA 0.0000000 1
#> 3082 NA NA 0.0000000 1
#> 3083 NA NA 0.0000000 1
#> 3084 NA NA 0.0000000 1
#> 3085 NA NA 0.0000000 1
#> 3086 NA NA 0.0000000 1
#> 3087 NA NA 0.0000000 1
#> 3088 NA NA 0.0000000 1
#> 3089 NA NA 0.0000000 1
#> 3090 NA NA 0.0000000 1
#> 3091 1 1 1.0000000 1
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#> 3095 NA NA 0.0000000 1
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#> 3097 NA NA 0.0000000 1
#> 3098 NA NA 0.0000000 1
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#> 3118 NA NA 0.0000000 1
#> 3119 1 1 1.0000000 1
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#> 3160 NA NA 0.0000000 1
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#> 3163 NA NA 0.0000000 1
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#> 3166 NA NA 0.0000000 1
#> 3167 NA NA 0.0000000 1
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#> 3169 1 1 0.7500000 1
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#> 3176 NA NA 0.0000000 1
#> 3177 NA NA 0.0000000 1
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#> 3179 NA NA 0.0000000 1
#> 3180 NA NA 0.0000000 1
#> 3181 NA NA 0.0000000 1
#> 3182 NA NA 0.0000000 1
#> 3183 NA NA 0.0000000 1
#> 3184 NA NA 0.0000000 1
#> 3185 NA NA 0.0000000 1
#> 3186 NA NA 0.0000000 1
#> 3187 NA NA 0.0000000 1
#> 3188 NA NA 0.0000000 1
#> 3189 NA NA 0.0000000 1
#> 3190 NA NA 0.0000000 1
#> 3191 NA NA 0.0000000 1
#> 3192 NA NA 0.0000000 1
#> 3193 NA NA 0.0000000 1
#> 3194 NA NA 0.0000000 1
#> 3195 NA NA 0.0000000 1
#> 3196 NA NA 0.0000000 1
#> 3197 NA NA 0.0000000 1
#> 3198 NA NA 0.0000000 1
#> 3199 NA NA 0.0000000 1
#> 3200 1 1 0.7500000 1
#> 3201 NA NA 0.0000000 1
#> 3202 NA NA 0.0000000 1
#> 3203 NA NA 0.0000000 1
#> 3204 NA NA 0.0000000 1
#> 3205 NA NA 0.0000000 1
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#> 3207 NA NA 0.0000000 1
#> 3208 NA NA 0.0000000 1
#> 3209 NA NA 0.0000000 1
#> 3210 1 1 1.0000000 1
#>
#> $raw$module
#> [1] "SA"
#>
#> $raw$esttype
#> [1] "AREA"
#>
#> $raw$SApackage
#> [1] "sae"
#>
#> $raw$SAmethod
#> [1] "area"
#>
#> $raw$estnm
#> [1] "est"
#>
#> $raw$predselect.unit
#> LARGEBND LARGEBND TOTAL dem tcc tpi tnt2
#> 1 SApopdat 1 1 9.096906e-05 0.01575094 0 0
#>
#> $raw$predselect.area
#> LARGEBND LARGEBND TOTAL dem tcc tpi tnt2
#> 1 SApopdat 1 1 3.345292e-05 0.02148798 0 0
#>
#> $raw$SAobjlst
#> $raw$SAobjlst$SApopdat
#> $raw$SAobjlst$SApopdat$unit.JoSAE.obj
#> domain.ID DOMAIN.domain STATECD.domain COUNTYCD.domain npixels.domain
#> 1 1 1 56 1 1376714
#> 2 11 11 56 11 915454
#> 3 13 13 56 13 2961420
#> 4 15 15 56 15 713352
#> 5 17 17 56 17 641459
#> 6 19 19 56 19 1334190
#> 7 21 21 56 21 859967
#> 8 23 23 56 23 1308662
#> 9 25 25 56 25 1720554
#> 10 27 27 56 27 841523
#> 11 29 29 56 29 2228161
#> 12 3 3 56 3 1010229
#> 13 31 31 56 31 675011
#> 14 33 33 56 33 807188
#> 15 35 35 56 35 1577267
#> 16 37 37 56 37 3355881
#> 17 39 39 56 39 1349166
#> 18 41 41 56 41 668120
#> 19 43 43 56 43 717122
#> 20 45 45 56 45 767376
#> 21 5 5 56 5 1538394
#> 22 7 7 56 7 2546066
#> 23 9 9 56 9 1362852
#> dem.domain tcc.domain tpi.domain tnt2.domain n.total.domain AOI.domain
#> 1 2272.926 6.8530714 1.609176e-03 0.8264999 133 1
#> 2 1300.595 13.3583927 -5.464502e-04 0.7278258 85 1
#> 3 2143.260 6.3990155 -1.475728e-03 0.8390603 290 1
#> 4 1413.315 1.3503086 2.232418e-04 0.9810094 70 1
#> 5 1873.567 4.1191205 2.687428e-03 0.8347314 58 1
#> 6 1695.213 9.4401841 8.285926e-04 0.8252693 128 1
#> 7 1825.512 1.0998002 -2.754466e-04 0.9865623 86 1
#> 8 2255.494 13.0094837 -4.589611e-04 0.7331014 132 1
#> 9 1852.164 2.0670811 1.118535e-03 0.9522421 175 1
#> 10 1380.878 0.9419578 5.522725e-04 0.9530363 79 1
#> 11 2291.932 16.5713373 1.204469e-04 0.5766464 216 1
#> 12 1647.743 7.9022732 -3.102019e-04 0.8487313 98 1
#> 13 1572.269 3.3209321 -6.538782e-04 0.9248072 64 1
#> 14 1570.581 14.7374346 3.234996e-04 0.7161021 82 1
#> 15 2446.198 10.6072114 4.068747e-03 0.7608623 158 1
#> 16 2091.513 0.8143151 3.665207e-05 0.9848022 339 1
#> 17 2453.499 29.5642925 -5.082770e-04 0.3635238 125 1
#> 18 2209.581 5.0478339 -1.207306e-03 0.8907651 63 1
#> 19 1595.071 5.1797763 -2.165427e-03 0.8993017 63 1
#> 20 1358.073 4.2119798 -1.588204e-03 0.8877382 73 1
#> 21 1367.107 2.4578633 6.003826e-04 0.9712791 152 1
#> 22 2223.276 7.5236266 2.878460e-04 0.8371048 245 1
#> 23 1653.929 3.4596989 -8.139182e-04 0.9143781 133 1
#> AREA_ADJ.domain AREA_ADJ.var.domain DIR.domain DIR.se.domain AREA_ADJ
#> 1 0.17023549 0.13777549 0.17023549 0.03218549 0.17023549
#> 2 0.28235294 0.19313725 0.28235294 0.04766763 0.28235294
#> 3 0.17327586 0.13834044 0.17327586 0.02184115 0.17327586
#> 4 0.02857143 0.02815735 0.02857143 0.02005612 0.02857143
#> 5 0.09913793 0.08100802 0.09913793 0.03737231 0.09913793
#> 6 0.14453125 0.11674151 0.14453125 0.03020005 0.14453125
#> 7 0.02325581 0.02298222 0.02325581 0.01634733 0.02325581
#> 8 0.26401670 0.18528101 0.26401670 0.03746524 0.26401670
#> 9 0.03704261 0.03444045 0.03704261 0.01402863 0.03704261
#> 10 0.02531646 0.02499189 0.02531646 0.01778631 0.02531646
#> 11 0.42024728 0.22931384 0.42024728 0.03258279 0.42024728
#> 12 0.10714286 0.08762887 0.10714286 0.02990271 0.10714286
#> 13 0.10642098 0.08575127 0.10642098 0.03660415 0.10642098
#> 14 0.22113478 0.16349995 0.22113478 0.04465313 0.22113478
#> 15 0.24587173 0.16843541 0.24587173 0.03265037 0.24587173
#> 16 0.02359882 0.02126097 0.02359882 0.00791939 0.02359882
#> 17 0.70974106 0.18876828 0.70974106 0.03886060 0.70974106
#> 18 0.07142857 0.05731567 0.07142857 0.03016244 0.07142857
#> 19 0.06349206 0.06041987 0.06349206 0.03096846 0.06349206
#> 20 0.09931507 0.08288147 0.09931507 0.03369514 0.09931507
#> 21 0.06743421 0.05461125 0.06743421 0.01895480 0.06743421
#> 22 0.13541298 0.11305399 0.13541298 0.02148127 0.13541298
#> 23 0.12392825 0.10452712 0.12392825 0.02803423 0.12392825
#> tcc dem n.i.sample mean.resid.lm mean.resid.lme Synth
#> 1 5.4661654 2273.135 133 0.004575037 -0.014183504 0.18767069
#> 2 11.1294118 1291.071 85 0.114510249 0.132356577 0.20409803
#> 3 6.4275862 2131.617 290 0.004992551 -0.008303004 0.16887007
#> 4 1.5714286 1417.671 70 0.001228671 0.002928664 0.02344125
#> 5 2.9137931 1769.121 58 0.019063552 0.012024997 0.10855395
#> 6 10.3125000 1747.523 128 -0.051130600 -0.047947953 0.17713119
#> 7 0.8023256 1822.058 86 -0.028012162 -0.039361944 0.05630164
#> 8 12.3106061 2224.500 132 -0.006011032 -0.014459885 0.28389846
#> 9 2.1257143 1847.120 175 -0.037485324 -0.047869074 0.07404741
#> 10 1.5189873 1387.165 79 0.001533144 0.004074621 0.01405621
#> 11 16.2222222 2291.718 216 0.082081769 0.076692734 0.34372986
#> 12 6.9591837 1620.082 98 -0.023866575 -0.021225843 0.14846124
#> 13 2.8125000 1564.359 64 0.046255656 0.045189622 0.06894795
#> 14 14.7073171 1548.305 82 -0.026527561 -0.011717523 0.25013160
#> 15 10.7658228 2467.886 158 -0.021371547 -0.039075072 0.26278560
#> 16 0.7492625 2092.401 339 -0.050987726 -0.070464739 0.07554047
#> 17 31.4800000 2451.400 125 0.114956659 0.124558486 0.56454380
#> 18 4.2698413 2195.778 63 -0.068316330 -0.086317561 0.15333578
#> 19 4.8571429 1594.381 63 -0.031832562 -0.031146762 0.10051086
#> 20 4.5616438 1357.658 73 0.029840724 0.037200397 0.06395761
#> 21 2.2960526 1368.000 152 0.033021145 0.037139779 0.03690339
#> 22 7.2612245 2220.082 245 -0.054017804 -0.068871235 0.19388415
#> 23 3.7368421 1636.782 133 0.042608459 0.040580147 0.07845029
#> EBLUP GREG gamma.i sample.var.mean GREG.var.mean c1
#> 1 0.19244110 0.19224573 0.8592072 1.035906e-03 5.362166e-04 0.0003961334
#> 2 0.28899628 0.31860828 0.7959259 2.272203e-03 1.247019e-03 0.0005741810
#> 3 0.17482703 0.17386262 0.9301017 4.770360e-04 2.227266e-04 0.0001966652
#> 4 0.02413098 0.02466993 0.7625782 4.022479e-04 2.156988e-04 0.0006680078
#> 5 0.12588628 0.12761750 0.7268730 1.396690e-03 1.244542e-03 0.0007684678
#> 6 0.13254653 0.12600059 0.8545076 9.120431e-04 6.800449e-04 0.0004093560
#> 7 0.03596561 0.02828948 0.7978191 2.672351e-04 2.364685e-04 0.0005688544
#> 8 0.27995573 0.27788743 0.8582917 1.403644e-03 6.782580e-04 0.0003987091
#> 9 0.04208957 0.03656208 0.8892554 1.968025e-04 1.447372e-04 0.0003115901
#> 10 0.01526790 0.01558936 0.7837779 3.163530e-04 1.370217e-04 0.0006083606
#> 11 0.41833720 0.42581163 0.9083498 1.061638e-03 6.892580e-04 0.0002578662
#> 12 0.12805999 0.12459467 0.8180720 8.941721e-04 4.958454e-04 0.0005118711
#> 13 0.10330190 0.11520361 0.7459741 1.339864e-03 1.161469e-03 0.0007147249
#> 14 0.22668943 0.22360404 0.7900275 1.993902e-03 7.723499e-04 0.0005907769
#> 15 0.24570939 0.24141405 0.8787842 1.066047e-03 6.356059e-04 0.0003410518
#> 16 0.02869852 0.02455274 0.9395947 6.271674e-05 5.859164e-05 0.0001699558
#> 17 0.66355019 0.67950046 0.8515342 1.510146e-03 1.113288e-03 0.0004177219
#> 18 0.10660929 0.08501945 0.7429783 9.097725e-04 4.859526e-04 0.0007231539
#> 19 0.07628662 0.06867830 0.7429783 9.590455e-04 7.731438e-04 0.0007231539
#> 20 0.08571070 0.09379834 0.7700921 1.135363e-03 5.892031e-04 0.0006468669
#> 21 0.06503110 0.06992453 0.8745994 3.592846e-04 3.191856e-04 0.0003528261
#> 22 0.14524784 0.13986634 0.9183120 4.614448e-04 1.055931e-04 0.0002298367
#> 23 0.11621525 0.12105875 0.8592072 7.859182e-04 3.750097e-04 0.0003961334
#> c2 c3 c3star EBLUP.var.1 EBLUP.var.2 sample.se
#> 1 3.430343e-06 6.052788e-06 3.718429e-07 0.0004003074 0.0004059883 0.03218549
#> 2 1.080118e-05 1.177999e-05 5.837781e-05 0.0007017378 0.0006551400 0.04766763
#> 3 9.081724e-07 1.614955e-06 3.680445e-08 0.0001976470 0.0001992252 0.02184115
#> 4 1.003806e-05 1.527644e-05 3.551278e-08 0.0006781168 0.0006933578 0.02005612
#> 5 1.218275e-05 1.927013e-05 7.198667e-07 0.0007820903 0.0008006405 0.03737231
#> 6 3.861801e-06 6.428253e-06 4.488364e-06 0.0004221945 0.0004241344 0.03020005
#> 7 6.147994e-06 1.158995e-05 5.091877e-06 0.0005851861 0.0005916842 0.01634733
#> 8 3.981006e-06 6.125224e-06 3.906840e-07 0.0004034715 0.0004092060 0.03746524
#> 9 1.874889e-06 3.875863e-06 2.807010e-06 0.0003190790 0.0003201478 0.01402863
#> 10 8.593484e-06 1.302237e-05 6.022770e-08 0.0006170745 0.0006300367 0.01778631
#> 11 1.511165e-06 2.711545e-06 5.148935e-06 0.0002696753 0.0002672379 0.03258279
#> 12 5.081992e-06 9.622489e-06 1.260515e-06 0.0005194741 0.0005278361 0.02990271
#> 13 1.017624e-05 1.710710e-05 9.262252e-06 0.0007434257 0.0007512705 0.03660415
#> 14 7.455867e-06 1.237838e-05 4.772179e-07 0.0005991872 0.0006110883 0.04465313
#> 15 2.618691e-06 4.588783e-06 2.188358e-06 0.0003480472 0.0003504476 0.03265037
#> 16 6.046489e-07 1.218393e-06 2.020275e-06 0.0001746010 0.0001737991 0.00791939
#> 17 4.461664e-06 6.670392e-06 3.132126e-05 0.0004848261 0.0004601752 0.03886060
#> 18 1.160814e-05 1.744265e-05 3.431831e-05 0.0008033986 0.0007865230 0.03016244
#> 19 1.046398e-05 1.744265e-05 4.468413e-06 0.0007425547 0.0007555289 0.03096846
#> 20 9.808238e-06 1.446596e-05 5.479287e-06 0.0006676337 0.0006766204 0.03369514
#> 21 2.923787e-06 4.887709e-06 2.095715e-06 0.0003599413 0.0003627333 0.01895480
#> 22 1.153594e-06 2.177728e-06 3.371387e-06 0.0002377330 0.0002365394 0.02148127
#> 23 2.989321e-06 6.052788e-06 3.043825e-06 0.0004052103 0.0004082193 0.02803423
#> GREG.se EBLUP.se.1 EBLUP.se.2
#> 1 0.023156350 0.02000768 0.02014915
#> 2 0.035313158 0.02649034 0.02559570
#> 3 0.014924028 0.01405870 0.01411471
#> 4 0.014686689 0.02604068 0.02633169
#> 5 0.035278066 0.02796588 0.02829559
#> 6 0.026077671 0.02054737 0.02059452
#> 7 0.015377532 0.02419062 0.02432456
#> 8 0.026043386 0.02008660 0.02022884
#> 9 0.012030676 0.01786278 0.01789268
#> 10 0.011705627 0.02484098 0.02510053
#> 11 0.026253723 0.01642179 0.01634741
#> 12 0.022267587 0.02279197 0.02297468
#> 13 0.034080329 0.02726583 0.02740931
#> 14 0.027791184 0.02447830 0.02472020
#> 15 0.025211225 0.01865602 0.01872025
#> 16 0.007654518 0.01321367 0.01318329
#> 17 0.033365966 0.02201877 0.02145169
#> 18 0.022044332 0.02834429 0.02804502
#> 19 0.027805464 0.02724986 0.02748689
#> 20 0.024273507 0.02583861 0.02601193
#> 21 0.017865765 0.01897212 0.01904556
#> 22 0.010275852 0.01541859 0.01537984
#> 23 0.019365168 0.02012984 0.02020444
#>
#> $raw$SAobjlst$SApopdat$unit.hbsae.obj
#> Summaries:
#> Min. 1st Qu. Median Mean 3rd Qu.
#> estimates 1.532e-02 7.059e-02 1.260e-01 1.618e-01 2.095e-01
#> standard errors 1.315e-02 1.879e-02 2.143e-02 2.178e-02 2.560e-02
#> rel.std.err. 3.226e-02 9.584e-02 1.786e-01 3.125e-01 3.301e-01
#> gamma weights 7.572e-01 8.032e-01 8.705e-01 8.510e-01 8.929e-01
#> random effects -6.732e-02 -3.405e-02 -9.138e-03 -7.600e-16 3.166e-02
#> Max.
#> estimates 6.641e-01
#> standard errors 2.815e-02
#> rel.std.err. 1.629e+00
#> gamma weights 9.480e-01
#> random effects 1.092e-01
#>
#> posterior mean sv2/se2 REML estimate sv2/se2 se2 estimate
#> 0.05378 0.04598 0.06130
#>
#> Coefficients:
#> Estimate Std. Error t value
#> (Intercept) -1.68e-01 2.75e-02 -6.11
#> tcc 1.46e-02 3.68e-04 39.53
#> dem 1.20e-04 1.37e-05 8.81
#>
#> Model selection measures:
#> CV p.eff cAIC
#> 0.06181 21.58 161.9
#> R-squared: 0.53598
#> Fraction of fitted values below lowest data value: 0.11749
#> Fraction of fitted values above highest data value: 0.02232
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$results
#> domain.id y.sam direct.SE FH FH.SE eblup.synth
#> 1 1 0.17023549 0.03218549 0.15979476 0.019054906 0.15662878
#> 2 11 0.28235294 0.04766763 0.27944798 0.024616018 0.27904638
#> 3 13 0.17327586 0.02184115 0.15579505 0.016627517 0.14428419
#> 4 15 0.02857143 0.02005612 0.02416118 0.016356392 0.02071716
#> 5 17 0.09913793 0.03737231 0.09138133 0.018375388 0.08963684
#> 6 19 0.14453125 0.03020005 0.18700849 0.018540407 0.20163829
#> 7 21 0.02325581 0.01634733 0.02323597 0.014365054 0.02321264
#> 8 23 0.26401670 0.03746524 0.28512413 0.020017977 0.28984776
#> 9 25 0.03704261 0.01402863 0.03999566 0.012945580 0.04470910
#> 10 27 0.02531646 0.01778631 0.01825059 0.015469638 0.01123456
#> 11 29 0.42024728 0.03258279 0.37978890 0.020754751 0.36781793
#> 12 3 0.10714286 0.02990271 0.15170703 0.018315880 0.16736236
#> 13 31 0.10642098 0.03660415 0.07410189 0.018719203 0.06652491
#> 14 33 0.22113478 0.04465313 0.30149643 0.022862047 0.31415669
#> 15 35 0.24587173 0.03265037 0.24241988 0.020037527 0.24140276
#> 16 37 0.02359882 0.00791939 0.02335550 0.008085579 0.02213681
#> 17 39 0.70974106 0.03886060 0.66259581 0.029702627 0.65278926
#> 18 41 0.07142857 0.03016244 0.10474489 0.018686011 0.11624817
#> 19 43 0.06349206 0.03096846 0.09648283 0.018241078 0.10728847
#> 20 45 0.09931507 0.03369514 0.08554417 0.019557414 0.08173416
#> 21 5 0.06743421 0.01895480 0.05485390 0.016029627 0.04385497
#> 22 7 0.13541298 0.02148127 0.15612259 0.016706994 0.17022033
#> 23 9 0.12392825 0.02803423 0.08618981 0.017682272 0.07110624
#> eblup.synth.se eblup.synth.parameter.uncert.se bias.sig.sq.v RV.SE.phi.i
#> 1 0.02063488 0.010567728 0 0.019089094
#> 2 0.02630069 0.019432056 0 0.024644483
#> 3 0.01975958 0.008736116 0 0.016646378
#> 4 0.02056704 0.010434645 0 0.016433172
#> 5 0.01898700 0.006810633 0 0.018448644
#> 6 0.02019481 0.009680341 0 0.018578185
#> 7 0.01962883 0.008436218 0 0.014423678
#> 8 0.02132345 0.011856147 0 0.020047207
#> 9 0.01937692 0.007832233 0 0.012970997
#> 10 0.02082852 0.010941019 0 0.015534813
#> 11 0.02316461 0.014915687 0 0.020773885
#> 12 0.01988413 0.009014292 0 0.018366155
#> 13 0.01955180 0.008255389 0 0.018785479
#> 14 0.02439074 0.016756704 0 0.022896481
#> 15 0.02206532 0.013143708 0 0.020064626
#> 16 0.02108084 0.011414057 0 0.008090885
#> 17 0.03393137 0.028934697 0 0.029722747
#> 18 0.02044430 0.010190580 0 0.018762758
#> 19 0.01954771 0.008245707 0 0.018318682
#> 20 0.02115292 0.011546625 0 0.019616645
#> 21 0.02088809 0.011054004 0 0.016064054
#> 22 0.02020386 0.009699214 0 0.016729076
#> 23 0.01922592 0.007450818 0 0.017721461
#> FH.SE.area.spec.1 FH.SE.area.spec.2 FH.MSE.conditional FH.SE.conditional
#> 1 0.01773435 0.018406475 -4.448326e-04 Inf
#> 2 0.02382402 0.024223255 -1.711825e-03 Inf
#> 3 0.01673845 0.016683074 2.073477e-04 0.014399573
#> 4 0.01468348 0.015542461 -3.003362e-05 Inf
#> 5 0.01702981 0.017715380 -8.236338e-04 Inf
#> 6 0.02098634 0.019801174 1.359571e-03 0.036872365
#> 7 0.01262664 0.013523811 2.155282e-05 0.004642501
#> 8 0.01923616 0.019630963 -4.447622e-04 Inf
#> 9 0.01159356 0.012288179 5.391046e-05 0.007342374
#> 10 0.01428182 0.014887581 4.880671e-05 0.006986180
#> 11 0.02205742 0.021415994 1.060041e-03 0.032558265
#> 12 0.02127368 0.019849950 1.556711e-03 0.039455179
#> 13 0.01866761 0.018693423 2.135884e-04 0.014614665
#> 14 0.02524752 0.024084336 5.006833e-03 0.070758976
#> 15 0.01861462 0.019339165 -5.688748e-04 Inf
#> 16 0.00747939 0.007788384 4.190019e-05 0.006473035
#> 17 0.03033107 0.030018495 1.232594e-03 0.035108320
#> 18 0.01966078 0.019179589 6.672043e-04 0.025830298
#> 19 0.01902325 0.018636266 6.025850e-04 0.024547606
#> 20 0.01842552 0.018999896 -4.536303e-04 Inf
#> 21 0.01573000 0.015880520 1.341681e-04 0.011583097
#> 22 0.01767057 0.017195532 3.412338e-04 0.018472515
#> 23 0.02011716 0.018938887 1.087117e-03 0.032971455
#> prd.ran.effects n.i gamma.i g1.i g2.i g3.i
#> 1 0.00 133 0.2326777 2.410322e-04 6.575349e-05 2.815186e-05
#> 2 0.00 85 0.1214547 2.759698e-04 2.914512e-04 1.926368e-05
#> 3 0.01 290 0.3970402 1.894025e-04 2.774684e-05 2.966250e-05
#> 4 0.00 70 0.4384908 1.763820e-04 3.432963e-05 2.840998e-05
#> 5 0.00 58 0.1836096 2.564456e-04 3.091511e-05 2.514709e-05
#> 6 -0.01 128 0.2561820 2.336490e-04 5.184593e-05 2.912585e-05
#> 7 0.00 86 0.5403248 1.443937e-04 1.503826e-05 2.346138e-05
#> 8 0.00 132 0.1828662 2.566791e-04 9.385847e-05 2.509091e-05
#> 9 0.00 175 0.6148104 1.209963e-04 9.101655e-06 1.874507e-05
#> 10 0.01 79 0.4982301 1.576166e-04 3.013871e-05 2.577720e-05
#> 11 0.01 216 0.2283257 2.423993e-04 1.324813e-04 2.793956e-05
#> 12 -0.02 98 0.2599710 2.324588e-04 4.450007e-05 2.925627e-05
#> 13 0.01 64 0.1899179 2.544640e-04 4.472324e-05 2.561065e-05
#> 14 -0.01 82 0.1360997 2.713695e-04 2.095581e-04 2.087282e-05
#> 15 0.00 158 0.2275964 2.426284e-04 1.030681e-04 2.790298e-05
#> 16 0.00 339 0.8335711 5.227886e-05 3.608590e-06 4.744569e-06
#> 17 0.01 125 0.1721904 2.600326e-04 5.737185e-04 2.424747e-05
#> 18 -0.01 63 0.2566573 2.334998e-04 5.738204e-05 2.914261e-05
#> 19 -0.01 63 0.2467244 2.366199e-04 3.858012e-05 2.876845e-05
#> 20 0.00 73 0.2167125 2.460473e-04 8.179985e-05 2.732266e-05
#> 21 0.01 152 0.4664665 1.675942e-04 3.478264e-05 2.728604e-05
#> 22 -0.01 245 0.4050219 1.868953e-04 3.330236e-05 2.946301e-05
#> 23 0.02 133 0.2855546 2.244225e-04 2.833649e-05 2.995186e-05
#> g.star.3.i g1.bias eblup.resids trans.resid.v.i eblup.synth.resids b.i
#> 1 3.860741e-06 0 1.044073e-02 0.589090746 1.360671e-02 1
#> 2 8.143474e-08 0 2.904965e-03 0.163904989 3.306562e-03 1
#> 3 3.151312e-05 0 1.748081e-02 0.986308752 2.899167e-02 1
#> 4 2.446503e-06 0 4.410245e-03 0.248836494 7.854271e-03 1
#> 5 1.326884e-06 0 7.756603e-03 0.437645899 9.501094e-03 1
#> 6 7.746567e-05 0 -4.247724e-02 -2.396666756 -5.710704e-02 1
#> 7 7.523324e-11 0 1.984725e-05 0.001119829 4.317668e-05 1
#> 8 9.746238e-06 0 -2.110743e-02 -1.190931192 -2.583106e-02 1
#> 9 2.156371e-06 0 -2.953051e-03 -0.166618120 -7.666486e-03 1
#> 10 8.107565e-06 0 7.065869e-03 0.398673094 1.408189e-02 1
#> 11 5.582463e-05 0 4.045838e-02 2.282757441 5.242934e-02 1
#> 12 8.780533e-05 0 -4.456417e-02 -2.514416265 -6.021950e-02 1
#> 13 2.464616e-05 0 3.231910e-02 1.823519950 3.989607e-02 1
#> 14 7.825488e-05 0 -8.036166e-02 -4.534195047 -9.302191e-02 1
#> 15 4.037688e-07 0 3.451846e-03 0.194761318 4.468966e-03 1
#> 16 2.691175e-08 0 2.433205e-04 0.013728719 1.462009e-03 1
#> 17 4.311148e-05 0 4.714526e-02 2.660047027 5.695181e-02 1
#> 18 4.783223e-05 0 -3.331632e-02 -1.879785840 -4.481960e-02 1
#> 19 4.334192e-05 0 -3.299077e-02 -1.861417234 -4.379641e-02 1
#> 20 5.826288e-06 0 1.377090e-02 0.776986924 1.758090e-02 1
#> 21 2.252802e-05 0 1.258031e-02 0.709811060 2.357924e-02 1
#> 22 4.602569e-05 0 -2.070961e-02 -1.168485485 -3.480736e-02 1
#> 23 7.597057e-05 0 3.773844e-02 2.129292346 5.282201e-02 1
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$type
#> [1] "RE"
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$sig.sq.v
#> [1] 0.0003141213
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$beta.hat
#> [,1]
#> (Intercept) -0.0357653014
#> tcc.X.pop 0.0216935309
#> dem.X.pop 0.0000192381
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$var.beta.hat
#> [,1] [,2] [,3]
#> (Intercept) 1.331243e-03 1.255344e-05 -7.361169e-07
#> tcc.X.pop 1.255344e-05 1.668411e-06 -1.166385e-08
#> dem.X.pop -7.361169e-07 -1.166385e-08 4.335227e-10
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$try.error.converge
#> NULL
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$des.mat
#> (Intercept) tcc.X.pop dem.X.pop
#> 1 1 6.8530714 2272.926
#> 2 1 13.3583927 1300.595
#> 3 1 6.3990155 2143.260
#> 4 1 1.3503086 1413.315
#> 5 1 4.1191205 1873.567
#> 6 1 9.4401841 1695.213
#> 7 1 1.0998002 1825.512
#> 8 1 13.0094837 2255.494
#> 9 1 2.0670811 1852.164
#> 10 1 0.9419578 1380.878
#> 11 1 16.5713373 2291.932
#> 12 1 7.9022732 1647.743
#> 13 1 3.3209321 1572.269
#> 14 1 14.7374346 1570.581
#> 15 1 10.6072114 2446.198
#> 16 1 0.8143151 2091.513
#> 17 1 29.5642925 2453.499
#> 18 1 5.0478339 2209.581
#> 19 1 5.1797763 1595.071
#> 20 1 4.2119798 1358.073
#> 21 1 2.4578633 1367.107
#> 22 1 7.5236266 2223.276
#> 23 1 3.4596989 1653.929
#> attr(,"assign")
#> [1] 0 1 2
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$pseudo.R.sq.eblup
#> [1] 0.9616097
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$R.sq.eblup.synth
#> [1] 0.9364468
#>
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj
#> $raw$SAobjlst$SApopdat$area.sae.obj$est
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$eblup
#> [,1]
#> 1 0.15982202
#> 2 0.15160214
#> 3 0.05489388
#> 4 0.15605608
#> 5 0.08627413
#> 6 0.27943446
#> 7 0.15585667
#> 8 0.02416812
#> 9 0.09139082
#> 10 0.18691066
#> 11 0.02323383
#> 12 0.28509871
#> 13 0.03997882
#> 14 0.01827142
#> 15 0.37987504
#> 16 0.07414416
#> 17 0.30139446
#> 18 0.24243746
#> 19 0.02335768
#> 20 0.66267810
#> 21 0.10467752
#> 22 0.09640559
#> 23 0.08555527
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$method
#> [1] "REML"
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$convergence
#> [1] TRUE
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$iterations
#> [1] 14
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$estcoef
#> beta std.error tvalue pvalue
#> X(Intercept) -3.582330e-02 3.654261e-02 -0.9803158 3.269302e-01
#> Xtcc 2.169364e-02 1.293464e-03 16.7717357 3.928630e-63
#> Xdem 1.926714e-05 2.085585e-05 0.9238242 3.555778e-01
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$refvar
#> [1] 0.000316785
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$goodness
#> loglike AIC BIC KIC
#> 44.81923 -81.63846 -77.09648 -77.63846
#>
#>
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$mse
#> [1] 3.647922e-04 3.369592e-04 2.573651e-04 2.798557e-04 3.140673e-04
#> [6] 6.083903e-04 2.772737e-04 2.680857e-04 3.396618e-04 3.452314e-04
#> [11] 2.066088e-04 4.026034e-04 1.676690e-04 2.396167e-04 4.322391e-04
#> [16] 3.523547e-04 5.248799e-04 4.031574e-04 6.529766e-05 8.837581e-04
#> [21] 3.507445e-04 3.343354e-04 3.842368e-04
#>
#>
#> $raw$SAobjlst$SApopdat$area.hbsae.obj
#> Summaries:
#> Min. 1st Qu. Median Mean 3rd Qu.
#> estimates 1.815e-02 6.488e-02 1.040e-01 1.601e-01 2.143e-01
#> standard errors 7.359e-03 1.544e-02 1.895e-02 1.835e-02 2.031e-02
#> rel.std.err. 4.644e-02 9.616e-02 1.839e-01 2.167e-01 2.611e-01
#> gamma weights 1.687e-01 2.724e-01 3.357e-01 3.976e-01 5.169e-01
#> random effects -2.033e-02 -1.027e-02 1.159e-03 -2.760e-17 9.613e-03
#> Max.
#> estimates 6.636e-01
#> standard errors 3.082e-02
#> rel.std.err. 7.504e-01
#> gamma weights 8.802e-01
#> random effects 1.970e-02
#>
#> posterior mean sv2/se2 REML estimate sv2/se2 se2 estimate
#> 0.0004610 0.0003214 1.0000174
#>
#> Coefficients:
#> Estimate Std. Error t value
#> (Intercept) -3.86e-02 3.94e-02 -0.98
#> tcc 2.17e-02 1.38e-03 15.69
#> dem 2.07e-05 2.26e-05 0.92
#>
#> Model selection measures:
#> CV p.eff cAIC
#> 0.001557 10.86 -87.84
#> Fraction of fitted values below lowest data value: 0.08696
#>
#>
#>
#> $raw$estvar
#> [1] "AREA_ADJ"
#>
#> $raw$areaunits
#> [1] "acres"
#>
#> $raw$estunits
#> [1] "acres"
#>
#>
#> $multest
#> DOMAIN LARGEBND NBRPLT DIR DIR.se JU.Synth JU.GREG
#> 1 1 1 133 0.17023549 0.03218549 0.18767069 0.19224573
#> 2 11 1 85 0.28235294 0.04766763 0.20409803 0.31860828
#> 3 13 1 290 0.17327586 0.02184115 0.16887007 0.17386262
#> 4 15 1 70 0.02857143 0.02005612 0.02344125 0.02466993
#> 5 17 1 58 0.09913793 0.03737231 0.10855395 0.12761750
#> 6 19 1 128 0.14453125 0.03020005 0.17713119 0.12600059
#> 7 21 1 86 0.02325581 0.01634733 0.05630164 0.02828948
#> 8 23 1 132 0.26401670 0.03746524 0.28389846 0.27788743
#> 9 25 1 175 0.03704261 0.01402863 0.07404741 0.03656208
#> 10 27 1 79 0.02531646 0.01778631 0.01405621 0.01558936
#> 11 29 1 216 0.42024728 0.03258279 0.34372986 0.42581163
#> 12 3 1 98 0.10714286 0.02990271 0.14846124 0.12459467
#> 13 31 1 64 0.10642098 0.03660415 0.06894795 0.11520361
#> 14 33 1 82 0.22113478 0.04465313 0.25013160 0.22360404
#> 15 35 1 158 0.24587173 0.03265037 0.26278560 0.24141405
#> 16 37 1 339 0.02359882 0.00791939 0.07554047 0.02455274
#> 17 39 1 125 0.70974106 0.03886060 0.56454380 0.67950046
#> 18 41 1 63 0.07142857 0.03016244 0.15333578 0.08501945
#> 19 43 1 63 0.06349206 0.03096846 0.10051086 0.06867830
#> 20 45 1 73 0.09931507 0.03369514 0.06395761 0.09379834
#> 21 5 1 152 0.06743421 0.01895480 0.03690339 0.06992453
#> 22 7 1 245 0.13541298 0.02148127 0.19388415 0.13986634
#> 23 9 1 133 0.12392825 0.02803423 0.07845029 0.12105875
#> JU.GREG.se JU.EBLUP JU.EBLUP.se.1 hbsaeU hbsaeU.se JFH
#> 1 0.023156350 0.19244110 0.02000768 0.19233567 0.02004416 0.15979476
#> 2 0.035313158 0.28899628 0.02649034 0.28992893 0.02535919 0.27944798
#> 3 0.014924028 0.17482703 0.01405870 0.17480471 0.01407025 0.15579505
#> 4 0.014686689 0.02413098 0.02604068 0.02416815 0.02617687 0.02416118
#> 5 0.035278066 0.12588628 0.02796588 0.12602351 0.02814919 0.09138133
#> 6 0.026077671 0.13254653 0.02054737 0.13234014 0.02050857 0.18700849
#> 7 0.015377532 0.03596561 0.02419062 0.03567806 0.02417661 0.02323597
#> 8 0.026043386 0.27995573 0.02008660 0.27988500 0.02012130 0.28512413
#> 9 0.012030676 0.04208957 0.01786278 0.04194053 0.01781175 0.03999566
#> 10 0.011705627 0.01526790 0.02484098 0.01531505 0.02495201 0.01825059
#> 11 0.026253723 0.41833720 0.01642179 0.41849474 0.01630512 0.37978890
#> 12 0.022267587 0.12805999 0.02279197 0.12795003 0.02284936 0.15170703
#> 13 0.034080329 0.10330190 0.02726583 0.10371934 0.02725025 0.07410189
#> 14 0.027791184 0.22668943 0.02447830 0.22665420 0.02458331 0.30149643
#> 15 0.025211225 0.24570939 0.01865602 0.24554178 0.01862573 0.24241988
#> 16 0.007654518 0.02869852 0.01321367 0.02859068 0.01314655 0.02335550
#> 17 0.033365966 0.66355019 0.02201877 0.66412080 0.02142525 0.66259581
#> 18 0.022044332 0.10660929 0.02834429 0.10575573 0.02784240 0.10474489
#> 19 0.027805464 0.07628662 0.02724986 0.07600085 0.02734136 0.09648283
#> 20 0.024273507 0.08571070 0.02583861 0.08603850 0.02584735 0.08554417
#> 21 0.017865765 0.06503110 0.01897212 0.06517044 0.01895075 0.05485390
#> 22 0.010275852 0.14524784 0.01541859 0.14509733 0.01532505 0.15612259
#> 23 0.019365168 0.11621525 0.02012984 0.11638890 0.02011115 0.08618981
#> JFH.se JA.synth JA.synth.se saeA saeA.se hbsaeA
#> 1 0.019054906 0.15662878 0.02063488 0.15982202 0.019099533 0.15995408
#> 2 0.024616018 0.27904638 0.02630069 0.27943446 0.024665570 0.27951391
#> 3 0.016627517 0.14428419 0.01975958 0.15585667 0.016651538 0.15529934
#> 4 0.016356392 0.02071716 0.02056704 0.02416812 0.016373322 0.02439015
#> 5 0.018375388 0.08963684 0.01898700 0.09139082 0.018429916 0.09170019
#> 6 0.018540407 0.20163829 0.02019481 0.18691066 0.018580404 0.18623165
#> 7 0.014365054 0.02321264 0.01962883 0.02323383 0.014373893 0.02341708
#> 8 0.020017977 0.28984776 0.02132345 0.28509871 0.020064979 0.28431762
#> 9 0.012945580 0.04470910 0.01937692 0.03997882 0.012948708 0.04071021
#> 10 0.015469638 0.01123456 0.02082852 0.01827142 0.015479558 0.01814517
#> 11 0.020754751 0.36781793 0.02316461 0.37987504 0.020790361 0.38057861
#> 12 0.018315880 0.16736236 0.01988413 0.15160214 0.018356447 0.15095991
#> 13 0.018719203 0.06652491 0.01955180 0.07414416 0.018771113 0.07521127
#> 14 0.022862047 0.31415669 0.02439074 0.30139446 0.022910257 0.29908037
#> 15 0.020037527 0.24140276 0.02206532 0.24243746 0.020078780 0.24234368
#> 16 0.008085579 0.02213681 0.02108084 0.02335768 0.008080697 0.02318120
#> 17 0.029702627 0.65278926 0.03393137 0.66267810 0.029728069 0.66361333
#> 18 0.018686011 0.11624817 0.02044430 0.10467752 0.018728175 0.10400585
#> 19 0.018241078 0.10728847 0.01954771 0.09640559 0.018284842 0.09593339
#> 20 0.019557414 0.08173416 0.02115292 0.08555527 0.019601958 0.08618106
#> 21 0.016029627 0.04385497 0.02088809 0.05489388 0.016042602 0.05454038
#> 22 0.016706994 0.17022033 0.02020386 0.15605608 0.016728889 0.15655312
#> 23 0.017682272 0.07110624 0.01922592 0.08627413 0.017721944 0.08692848
#> hbsaeA.se NBRPLT.gt0 AOI AREAUSED
#> 1 0.018153895 24 1 2757613
#> 2 0.024711299 26 1 1837124
#> 3 0.016138034 53 1 5930088
#> 4 0.014261210 2 1 1428579
#> 5 0.017882791 8 1 1283969
#> 6 0.020803680 22 1 2671802
#> 7 0.012084382 2 1 1720074
#> 8 0.019811195 38 1 2616954
#> 9 0.011093677 7 1 3440445
#> 10 0.013616400 2 1 1681849
#> 11 0.022354842 99 1 4459826
#> 12 0.021054117 12 1 2021729
#> 13 0.018948799 8 1 1350969
#> 14 0.026388265 20 1 1617318
#> 15 0.019058748 44 1 3158807
#> 16 0.007358557 9 1 6714319
#> 17 0.030820881 94 1 2701941
#> 18 0.019125236 6 1 1336034
#> 19 0.019327511 4 1 1435352
#> 20 0.018692960 8 1 1536038
#> 21 0.014739727 14 1 3072988
#> 22 0.016557899 36 1 5096959
#> 23 0.018990586 18 1 2729653
#>
# }