Generates small area estimates by domain and/or tree domain (and estimation unit).
modSAtree(
SApopdatlst = NULL,
prednames = NULL,
SApackage = "JoSAE",
SAmethod = "area",
estseed = "none",
woodland = "Y",
largebnd.unique = NULL,
landarea = "FOREST",
pcfilter = NULL,
estvar = NULL,
estvar.filter = 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')
- estseed
String. Use seedling data only or add to tree data. Seedling estimates are only for counts (estvar='TPA_UNADJ')-('none', 'only', 'add').
- woodland
String. If woodland = 'Y', include woodland tree species where measured. If woodland = 'N', only include timber species. See FIESTA::ref_species$WOODLAND ='Y/N'. If woodland = 'only', only include woodland species.
- largebnd.unique
String. Name of the large boundary unique identifier 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.
- estvar
String. Name of the tree estimate variable.
- estvar.filter
String. A tree filter for estimate variable. Must be R syntax (e.g., "STATUSCD == 1").
- 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.
- estvar
String. Name of estimation variable.
- estvar.filter
String. Logical filter specified for tree data.
- 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 (e.g. 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.
Common tree filters for estvar.filter:
| FILTER | DESCRIPTION | |
| "STATUSCD == 1" | Live trees | |
| "STATUSCD == 2" | Dead trees | |
| "TPAMORT_UNADJ > 0" | Mortality trees | |
| "STATUSCD == 2 & DIA >= 5.0" | Dead trees >= 5.0 inches diameter | |
| "STATUSCD == 2 & AGENTCD == 30" | Dead trees from fire |
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
# Use an area level Fay-Herriot model to estimate total net cubic-foot volume
# of live trees (at least 5 inches diameter)
modSAtree(SApopdatlst = SApopdat,
SApackage = "JoSAE",
SAmethod = "unit",
landarea = "FOREST",
estvar = "VOLCFNET",
estvar.filter = "STATUSCD == 1")
#> 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
#> multiplying VOLCFNET by TPA
#> STATUSCD == 1
#> getting estimates for VOLCFNET_TPA_live_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: 0.02607
#> numerical integration of f(x): 339.7 with absolute error < 1.7e-05
#> numerical integration of x*f(x): 10.52 with absolute error < 3.7e-07
#> posterior mean for variance ratio: 0.03098
#> using following predictors for area-level models...dem, tcc, tpi, tnt2
#>
#>
#> getting output...
#> $est
#> Key: <DOMAIN>
#> DOMAIN Estimate Percent Sampling Error
#> <char> <num> <num>
#> 1: 1 524191260.0 22.19
#> 2: 11 752050816.1 12.49
#> 3: 13 882074293.8 20.43
#> 4: 15 60377.2 125488.05
#> 5: 17 138292158.5 52.27
#> 6: 19 673307947.2 16.88
#> 7: 21 36857341.5 230.06
#> 8: 23 1331926101.4 8.71
#> 9: 25 105352647.5 122.76
#> 10: 27 0.0 Inf
#> 11: 29 2011866338.9 7.68
#> 12: 3 493965264.4 19.34
#> 13: 31 81728627.5 90.26
#> 14: 33 558583494.8 14.82
#> 15: 35 1156968206.8 10.70
#> 16: 37 48097301.8 393.41
#> 17: 39 3164308709.7 4.91
#> 18: 41 129507392.4 58.81
#> 19: 43 132135046.6 60.20
#> 20: 45 99478614.6 81.12
#> 21: 5 94524176.9 129.31
#> 22: 7 1141973114.2 14.51
#> 23: 9 239438580.9 47.73
#> DOMAIN Estimate Percent Sampling Error
#>
#> $raw
#> $raw$dunit_totest
#> DOMAIN nhat nhat.se NBRPLT.gt0 estimator AREAUSED nhat.var
#> 1 1 1.900888e+02 42.17729 23 JU.EBLUP 2757613 1778.9235
#> 2 11 4.093631e+02 51.13963 26 JU.EBLUP 1837124 2615.2620
#> 3 13 1.487456e+02 30.39355 46 JU.EBLUP 5930088 923.7676
#> 4 15 4.226381e-02 53.03603 0 JU.EBLUP 1428579 2812.8209
#> 5 17 1.077068e+02 56.30304 5 JU.EBLUP 1283969 3170.0327
#> 6 19 2.520052e+02 42.53810 21 JU.EBLUP 2671802 1809.4898
#> 7 21 2.142777e+01 49.29774 2 JU.EBLUP 1720074 2430.2672
#> 8 23 5.089605e+02 44.32670 37 JU.EBLUP 2616954 1964.8566
#> 9 25 3.062181e+01 37.59025 5 JU.EBLUP 3440445 1413.0268
#> 10 27 0.000000e+00 50.90625 2 JU.EBLUP 1681849 2591.4458
#> 11 29 4.511087e+02 34.65382 77 JU.EBLUP 4459826 1200.8873
#> 12 3 2.443281e+02 47.25759 9 JU.EBLUP 2021729 2233.2797
#> 13 31 6.049630e+01 54.60182 4 JU.EBLUP 1350969 2981.3592
#> 14 33 3.453764e+02 51.18389 19 JU.EBLUP 1617318 2619.7903
#> 15 35 3.662675e+02 39.20526 41 JU.EBLUP 3158807 1537.0520
#> 16 37 7.163392e+00 28.18138 0 JU.EBLUP 6714319 794.1902
#> 17 39 1.171124e+03 57.52504 82 JU.EBLUP 2701941 3309.1297
#> 18 41 9.693420e+01 57.00567 2 JU.EBLUP 1336034 3249.6469
#> 19 43 9.205759e+01 55.41426 1 JU.EBLUP 1435352 3070.7404
#> 20 45 6.476312e+01 52.53902 8 JU.EBLUP 1536038 2760.3485
#> 21 5 3.075970e+01 39.77495 12 JU.EBLUP 3072988 1582.0464
#> 22 7 2.240499e+02 32.50489 34 JU.EBLUP 5096959 1056.5681
#> 23 9 8.771759e+01 41.86583 14 JU.EBLUP 2729653 1752.7477
#> est est.var est.se est.cv pse CI99left
#> 1 5.241913e+08 1.352770e+16 116308633 2.218821e-01 2.218821e+01 224600075
#> 2 7.520508e+08 8.826574e+15 93949847 1.249249e-01 1.249249e+01 510052048
#> 3 8.820743e+08 3.248516e+16 180236402 2.043325e-01 2.043325e+01 417816089
#> 4 6.037719e+04 5.740512e+15 75766165 1.254881e+03 1.254881e+05 0
#> 5 1.382922e+08 5.226041e+15 72291363 5.227438e-01 5.227438e+01 0
#> 6 6.733079e+08 1.291709e+16 113653377 1.687985e-01 1.687985e+01 380556248
#> 7 3.685734e+07 7.190321e+15 84795761 2.300648e+00 2.300648e+02 0
#> 8 1.331926e+09 1.345622e+16 116000942 8.709263e-02 8.709263e+00 1033127475
#> 9 1.053526e+08 1.672552e+16 129327185 1.227565e+00 1.227565e+02 0
#> 10 0.000000e+00 7.330205e+15 85616618 Inf Inf 0
#> 11 2.011866e+09 2.388571e+16 154550013 7.681923e-02 7.681923e+00 1613771885
#> 12 4.939653e+08 9.128281e+15 95542039 1.934185e-01 1.934185e+01 247865281
#> 13 8.172863e+07 5.441330e+15 73765372 9.025647e-01 9.025647e+01 0
#> 14 5.585835e+08 6.852631e+15 82780622 1.481974e-01 1.481974e+01 345354743
#> 15 1.156968e+09 1.533680e+16 123841834 1.070400e-01 1.070400e+01 837972782
#> 16 4.809730e+07 3.580374e+16 189218773 3.934083e+00 3.934083e+02 0
#> 17 3.164309e+09 2.415825e+16 155429252 4.911950e-02 4.911950e+00 2763949487
#> 18 1.295074e+08 5.800577e+15 76161519 5.880863e-01 5.880863e+01 0
#> 19 1.321350e+08 6.326448e+15 79538972 6.019521e-01 6.019521e+01 0
#> 20 9.947861e+07 6.512801e+15 80701930 8.112490e-01 8.112490e+01 0
#> 21 9.452418e+07 1.493967e+16 122227934 1.293086e+00 1.293086e+02 0
#> 22 1.141973e+09 2.744857e+16 165676112 1.450788e-01 1.450788e+01 715219730
#> 23 2.394386e+08 1.305973e+16 114279189 4.772798e-01 4.772798e+01 0
#> CI99right CI95left CI95right CI68left CI68right
#> 1 823782445 296230528 752151992 408527223 639855297
#> 2 994049584 567912501 936189132 658621651 845479982
#> 3 1346332499 528817438 1235331150 702836783 1061311804
#> 4 195221084 0 148559331 0 75406637
#> 5 324502369 0 279980626 66401443 210182874
#> 6 966059646 450551422 896064473 560284451 786331444
#> 7 255276746 0 203053978 0 121183154
#> 8 1630724728 1104568432 1559283771 1216568050 1447284153
#> 9 438477400 0 358829272 0 233963086
#> 10 220533792 0 167805487 0 85142120
#> 11 2409960792 1708953879 2314778799 1858172860 2165559818
#> 12 740065248 306706309 681224219 398952731 588977798
#> 13 271735635 0 226306100 8372072 155085183
#> 14 771812246 396336457 720830532 476261653 640905337
#> 15 1475963632 914242672 1399693741 1033812719 1280123695
#> 16 535492562 0 418959282 0 236267402
#> 17 3564667933 2859672973 3468944447 3009740864 3318876555
#> 18 325686465 0 278781226 53767970 205246815
#> 19 337013861 0 288028567 53036889 211233204
#> 20 307353010 0 257651490 19223944 179733285
#> 21 409362470 0 334086525 0 216074709
#> 22 1568726499 817253901 1466692327 977215198 1306731030
#> 23 533802265 15455486 463421675 125792741 353084421
#>
#> $raw$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
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#> 2923 40407592010690 39 2576 6 3.750 2 1 1 2 0.2500000
#> 2924 40407593010690 39 3166 3 6.625 2 1 1 1 1.0000000
#> 2925 40407595010690 39 2136 7 1.375 1 1 0 1 0.7500000
#> 2926 40407595010690 39 2136 7 1.375 1 1 0 2 0.2500000
#> 2927 40407596010690 39 2262 63 0.625 1 1 0 1 1.0000000
#> 2928 40407597010690 39 2656 59 2.500 1 1 0 1 1.0000000
#> 2929 40407598010690 39 2792 3 10.250 1 1 0 1 1.0000000
#> 2930 40407599010690 39 2667 10 20.625 2 1 1 1 1.0000000
#> 2931 40407600010690 39 2055 43 0.125 1 1 0 1 1.0000000
#> 2932 40407601010690 39 2305 51 -1.875 1 1 0 1 1.0000000
#> 2933 40407602010690 39 2050 51 -12.625 1 1 0 1 1.0000000
#> 2934 40407603010690 39 2248 53 1.250 1 1 0 1 1.0000000
#> 2935 40407604010690 39 2103 3 -3.250 2 1 1 1 1.0000000
#> 2936 40407605010690 39 2368 33 10.000 1 1 0 1 1.0000000
#> 2937 40407606010690 39 2090 2 -0.375 2 1 1 1 1.0000000
#> 2938 40407607010690 39 2063 2 0.000 2 1 1 1 1.0000000
#> 2939 40407608010690 39 2425 32 3.250 1 1 0 1 1.0000000
#> 2940 40407609010690 39 2682 56 -1.875 1 1 0 1 1.0000000
#> 2941 40407610010690 39 3352 9 -55.125 2 1 1 1 1.0000000
#> 2942 40407611010690 39 2484 59 1.375 1 1 0 1 1.0000000
#> 2943 40407612010690 39 2472 20 -11.750 2 1 1 1 1.0000000
#> 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 VOLCFNET_TPA_live_ADJ LARGEBND
#> 1 NA NA NA 1
#> 2 1 1 41.80061 1
#> 3 1 1 1563.03478 1
#> 4 NA NA NA 1
#> 5 NA NA NA 1
#> 6 NA NA NA 1
#> 7 NA NA NA 1
#> 8 NA NA NA 1
#> 9 NA NA NA 1
#> 10 1 1 14.87069 1
#> 11 1 1 137.52138 1
#> 12 NA NA NA 1
#> 13 NA NA NA 1
#> 14 1 1 448.67475 1
#> 15 1 1 907.80021 1
#> 16 NA NA NA 1
#> 17 NA NA NA 1
#> 18 NA NA NA 1
#> 19 1 1 1852.83790 1
#> 20 NA NA NA 1
#> 21 NA NA NA 1
#> 22 NA NA NA 1
#> 23 NA NA NA 1
#> 24 NA NA NA 1
#> 25 NA NA NA 1
#> 26 NA NA NA 1
#> 27 NA NA NA 1
#> 28 1 1 811.66370 1
#> 29 NA NA NA 1
#> 30 NA NA NA 1
#> 31 1 1 257.09656 1
#> 32 1 1 331.43036 1
#> 33 NA NA NA 1
#> 34 NA NA NA 1
#> 35 1 1 0.00000 1
#> 36 NA NA NA 1
#> 37 NA NA NA 1
#> 38 NA NA NA 1
#> 39 NA NA NA 1
#> 40 NA NA NA 1
#> 41 NA NA NA 1
#> 42 NA NA NA 1
#> 43 NA NA NA 1
#> 44 NA NA NA 1
#> 45 NA NA NA 1
#> 46 NA NA NA 1
#> 47 NA NA NA 1
#> 48 NA NA NA 1
#> 49 NA NA NA 1
#> 50 NA NA NA 1
#> 51 NA NA NA 1
#> 52 NA NA NA 1
#> 53 NA NA NA 1
#> 54 NA NA NA 1
#> 55 NA NA NA 1
#> 56 NA NA NA 1
#> 57 NA NA NA 1
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#>
#> $raw$module
#> [1] "SA"
#>
#> $raw$esttype
#> [1] "TREE"
#>
#> $raw$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
#> VOLCFNET_TPA_live_ADJ.domain VOLCFNET_TPA_live_ADJ.var.domain DIR.domain
#> 1 139.874974 175797.299 139.874974
#> 2 372.575266 637327.883 372.575266
#> 3 141.115748 185940.447 141.115748
#> 4 0.000000 0.000 0.000000
#> 5 50.799253 101519.320 50.799253
#> 6 277.260232 634616.651 277.260232
#> 7 9.513780 5362.570 9.513780
#> 8 515.975037 1363516.884 515.975037
#> 9 23.947531 68204.711 23.947531
#> 10 7.893124 3762.835 7.893124
#> 11 431.304211 980404.109 431.304211
#> 12 228.243244 608738.164 228.243244
#> 13 31.912078 42381.657 31.912078
#> 14 320.910393 669177.362 320.910393
#> 15 377.935572 884418.452 377.935572
#> 16 0.000000 0.000 0.000000
#> 17 1314.591527 2569603.991 1314.591527
#> 18 25.699224 27230.309 25.699224
#> 19 56.489531 201037.229 56.489531
#> 20 61.070857 39119.647 61.070857
#> 21 22.294782 20889.341 22.294782
#> 22 214.316167 409134.496 214.316167
#> 23 92.691471 145038.584 92.691471
#> DIR.se.domain VOLCFNET_TPA_live_ADJ dem tcc tpi
#> 1 36.356350 139.874974 2273.135 5.4661654 0.37781955
#> 2 86.590849 372.575266 1291.071 11.1294118 -0.41323529
#> 3 25.321413 141.115748 2131.617 6.4275862 -0.41250000
#> 4 0.000000 0.000000 1417.671 1.5714286 0.08035714
#> 5 41.836983 50.799253 1769.121 2.9137931 -2.27155172
#> 6 70.412659 277.260232 1747.523 10.3125000 0.11816406
#> 7 7.896548 9.513780 1822.058 0.8023256 0.70784884
#> 8 101.635001 515.975037 2224.500 12.3106061 -0.49337121
#> 9 19.741864 23.947531 1847.120 2.1257143 -0.33785714
#> 10 6.901508 7.893124 1387.165 1.5189873 -0.04113924
#> 11 67.371418 431.304211 2291.718 16.2222222 0.37615741
#> 12 78.813793 228.243244 1620.082 6.9591837 0.47704082
#> 13 25.733507 31.912078 1564.359 2.8125000 -0.35156250
#> 14 90.336590 320.910393 1548.305 14.7073171 0.87804878
#> 15 74.817011 377.935572 2467.886 10.7658228 0.21044304
#> 16 0.000000 0.000000 2092.401 0.7492625 -0.41519174
#> 17 143.376539 1314.591527 2451.400 31.4800000 -0.05600000
#> 18 20.790073 25.699224 2195.778 4.2698413 -0.66666667
#> 19 56.489531 56.489531 1594.381 4.8571429 -0.06349206
#> 20 23.149203 61.070857 1357.658 4.5616438 0.10787671
#> 21 11.723049 22.294782 1368.000 2.2960526 -0.40542763
#> 22 40.864859 214.316167 2220.082 7.2612245 0.11530612
#> 23 33.022957 92.691471 1636.782 3.7368421 -0.85526316
#> tnt2 n.i.sample mean.resid.lm mean.resid.lme Synth EBLUP
#> 1 0.8872180 133 -40.0475043 -47.712657 221.8047317 190.08876882
#> 2 0.8000000 85 91.3130419 93.198406 350.7042084 409.36312199
#> 3 0.8172414 290 -58.5606081 -64.305623 199.6563356 148.74556563
#> 4 0.9714286 70 -7.0804011 -19.751979 -0.2516993 0.04226381
#> 5 0.8275862 58 -18.5277782 -29.077533 116.5908027 107.70677371
#> 6 0.8281250 128 -10.2572523 -10.193646 258.7911399 252.00518120
#> 7 0.9883721 86 -2.6021332 -16.850992 19.1149245 21.42776500
#> 8 0.7954545 132 139.8462823 142.187148 402.6080604 508.96045609
#> 9 0.9542857 175 -26.7996678 -39.197584 50.3876801 30.62180837
#> 10 0.9746835 79 4.7924013 -7.964159 -12.7872357 -4.80593519
#> 11 0.6157407 216 -72.9199472 -63.635285 515.1808921 451.10870669
#> 12 0.8877551 98 47.5968714 42.812475 210.2381687 244.32812925
#> 13 0.9687500 64 -19.4748552 -30.701339 69.6080299 60.49630115
#> 14 0.6707317 82 -89.9038709 -82.109173 408.6097296 345.37641626
#> 15 0.7594937 158 26.8677342 27.234970 344.4671476 366.26745692
#> 16 0.9941003 339 -24.9310255 -39.869403 28.3026109 7.16339242
#> 17 0.3040000 125 346.3274173 378.784309 910.4659236 1171.12428056
#> 18 0.9523810 63 -108.7798832 -118.740038 162.5430619 96.93420409
#> 19 0.9365079 63 -58.1067461 -66.248987 125.8954978 92.05759049
#> 20 0.8767123 73 -32.9209335 -40.630726 83.1178070 64.76312082
#> 21 0.9868421 152 -0.3984441 -12.245034 29.1304813 30.75969607
#> 22 0.8326531 245 -15.8166673 -20.557385 237.3833145 224.04989214
#> 23 0.8872180 133 7.3602581 -2.112195 79.4298498 87.71758934
#> GREG gamma.i sample.var.mean GREG.var.mean c1 c2
#> 1 181.757227 0.7765733 1321.78420 406.01851 1727.1528 30.144426
#> 2 442.017250 0.6895700 7497.97510 5792.58440 2399.7134 89.951104
#> 3 141.095727 0.8834320 641.17395 356.76408 901.1043 8.825046
#> 4 -7.332100 0.6465604 0.00000 563.91580 2732.1904 74.201392
#> 5 98.063024 0.6025021 1750.33311 2140.88591 3072.7733 81.956236
#> 6 248.533888 0.7698543 4957.94259 3193.56677 1779.0924 29.368045
#> 7 16.512791 0.6920682 62.35546 58.11167 2380.4022 45.795531
#> 8 542.454343 0.7752611 10329.67337 7504.34448 1737.2966 33.893961
#> 9 23.588012 0.8205745 389.74121 382.49891 1387.0109 15.505873
#> 10 -7.994834 0.6736866 47.63082 265.30726 2522.4973 67.981262
#> 11 442.260945 0.8495067 4538.90791 3015.66551 1163.3569 16.644980
#> 12 257.835040 0.7191857 6211.61392 3241.77193 2170.7755 38.913554
#> 13 50.133175 0.6258237 662.21339 334.75074 2892.4907 72.558629
#> 14 318.705859 0.6818264 8160.69954 5327.70996 2459.5739 60.092098
#> 15 371.334882 0.8050331 5597.58514 3804.46247 1507.1504 24.135557
#> 16 3.371585 0.8985721 0.00000 12.91661 784.0670 5.956616
#> 17 1256.793341 0.7656254 20556.83193 15258.82307 1811.7833 39.479683
#> 18 53.763179 0.6221287 432.22712 735.44890 2921.0542 82.712895
#> 19 67.788752 0.6221287 3191.06713 2684.88627 2921.0542 73.146480
#> 20 50.196874 0.6560900 535.88558 1274.02993 2658.5235 75.303089
#> 21 28.732037 0.7988849 137.42988 164.97225 1554.6782 26.146750
#> 22 221.566647 0.8649138 1669.93672 685.40033 1044.2553 10.492411
#> 23 86.790108 0.7765733 1090.51567 420.39783 1727.1528 25.552603
#> c3 c3star EBLUP.var.1 EBLUP.var.2 sample.se GREG.se
#> 1 47.28228 10.81315292 1778.9235 1815.3926 36.356350 20.149901
#> 2 81.04973 62.79877513 2615.2620 2633.5130 86.590849 76.109030
#> 3 14.64123 6.91915355 923.7676 931.4897 25.321413 18.888199
#> 4 98.51116 3.21454901 2812.8209 2908.1175 0.000000 23.746911
#> 5 116.11119 7.65159636 3170.0327 3278.4923 41.836983 46.269708
#> 6 49.73476 0.51467364 1809.4898 1858.7099 70.412659 56.511652
#> 7 80.03943 2.03473596 2430.2672 2508.2718 7.896548 7.623101
#> 8 47.75847 96.83298923 1964.8566 1915.7821 101.635001 86.627620
#> 9 32.22050 5.25500475 1413.0268 1439.9923 19.741864 19.557579
#> 10 87.49308 0.48363271 2591.4458 2678.4553 6.901508 16.288255
#> 11 23.46644 10.44273400 1200.8873 1213.9110 67.371418 54.915075
#> 12 69.17120 11.79536262 2233.2797 2290.6556 78.813793 56.936561
#> 13 106.86867 8.15495081 2981.3592 3080.0730 25.733507 18.296195
#> 14 84.18757 50.06214246 2619.7903 2653.9157 90.336590 72.991164
#> 15 37.32341 2.88305656 1537.0520 1571.4924 74.817011 61.680325
#> 16 11.27493 2.08329286 794.1902 803.3818 0.000000 3.593968
#> 17 51.29597 728.93338149 3309.1297 2631.4923 143.376539 123.526609
#> 18 108.34626 122.93988543 3249.6469 3235.0533 20.790073 27.119161
#> 19 108.34626 38.26986368 3070.7404 3140.8168 56.489531 51.815888
#> 20 94.64526 13.26098339 2760.3485 2841.7328 23.149203 35.693556
#> 21 39.41120 0.61070024 1582.0464 1620.8469 11.723049 12.844152
#> 22 19.25044 0.91023479 1056.5681 1074.9083 40.864859 26.180151
#> 23 47.28228 0.02119108 1752.7477 1800.0088 33.022957 20.503605
#> EBLUP.se.1 EBLUP.se.2
#> 1 42.17729 42.60742
#> 2 51.13963 51.31776
#> 3 30.39355 30.52032
#> 4 53.03603 53.92696
#> 5 56.30304 57.25812
#> 6 42.53810 43.11276
#> 7 49.29774 50.08265
#> 8 44.32670 43.76965
#> 9 37.59025 37.94723
#> 10 50.90625 51.75379
#> 11 34.65382 34.84123
#> 12 47.25759 47.86079
#> 13 54.60182 55.49840
#> 14 51.18389 51.51617
#> 15 39.20526 39.64205
#> 16 28.18138 28.34399
#> 17 57.52504 51.29807
#> 18 57.00567 56.87753
#> 19 55.41426 56.04299
#> 20 52.53902 53.30791
#> 21 39.77495 40.25974
#> 22 32.50489 32.78579
#> 23 41.86583 42.42651
#>
#> $raw$SAobjlst$SApopdat$unit.hbsae.obj
#> Summaries:
#> Min. 1st Qu. Median Mean 3rd Qu.
#> estimates -4.964e+00 4.533e+01 1.072e+02 2.132e+02 2.983e+02
#> standard errors 2.817e+01 3.956e+01 4.737e+01 4.539e+01 5.203e+01
#> rel.std.err. -2.034e+02 1.155e-01 2.040e-01 -8.670e+00 7.157e-01
#> gamma weights 6.424e-01 7.017e-01 7.948e-01 7.700e-01 8.276e-01
#> random effects -7.847e+01 -3.740e+01 -1.790e+01 -2.906e-13 -3.982e+00
#> Max.
#> estimates 1.173e+03
#> standard errors 5.685e+01
#> rel.std.err. 3.963e+00
#> gamma weights 9.131e-01
#> random effects 3.026e+02
#>
#> posterior mean sv2/se2 REML estimate sv2/se2 se2 estimate
#> 3.098e-02 2.607e-02 2.957e+05
#>
#> Coefficients:
#> Estimate Std. Error t value
#> (Intercept) -78.1691 74.5333 -1.05
#> dem 0.0658 0.0292 2.26
#> tcc 27.4052 1.1165 24.55
#> tpi 2.4550 1.7828 1.38
#> tnt2 -39.2443 44.1723 -0.89
#>
#> Model selection measures:
#> CV p.eff cAIC
#> 299016 21.74 47053
#> R-squared: 0.4279
#> Fraction of fitted values below lowest data value: 0.4785
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$results
#> domain.id y.sam direct.SE FH FH.SE eblup.synth
#> 1 1 139.874974 36.356350 160.210937 29.077242 176.47378
#> 2 11 372.575266 86.590849 407.219118 47.474718 412.10310
#> 3 13 141.115748 25.321413 135.601996 23.200590 126.51200
#> 4 17 50.799253 41.836983 71.796276 36.025774 84.47657
#> 5 19 277.260232 70.412659 285.962911 38.730329 287.81834
#> 6 21 9.513780 7.896548 7.467301 7.879664 -27.22436
#> 7 23 515.975037 101.635001 393.556292 41.179450 381.02911
#> 8 25 23.947531 19.741864 22.507462 18.599496 18.60176
#> 9 27 7.893124 6.901508 6.419436 6.905134 -26.28523
#> 10 29 431.304211 67.371418 475.163208 46.252787 485.37729
#> 11 3 228.243244 78.813793 219.185908 35.790466 217.64460
#> 12 31 31.912078 25.733507 37.529928 22.375783 46.49728
#> 13 33 320.910393 90.336590 454.483518 48.901736 471.78502
#> 14 35 377.935572 74.817011 345.932238 47.623705 339.88876
#> 15 39 1314.591527 143.376539 970.856017 74.786037 953.18098
#> 16 41 25.699224 20.790073 43.977050 19.851952 88.67676
#> 17 43 56.489531 56.489531 87.527454 34.323900 97.80878
#> 18 45 61.070857 23.149203 62.270076 21.876502 64.63555
#> 19 5 22.294782 11.723049 24.910408 11.707726 45.02850
#> 20 7 214.316167 40.864859 201.509149 29.801528 193.40252
#> 21 9 92.691471 33.022957 68.607780 26.059212 45.26335
#> eblup.synth.se eblup.synth.parameter.uncert.se bias.sig.sq.v RV.SE.phi.i
#> 1 39.59924 22.60659 0 29.152709
#> 2 51.91068 40.46822 0 47.525006
#> 3 39.72427 22.82489 0 23.228550
#> 4 49.24397 36.98549 0 36.176144
#> 5 43.05722 28.22911 0 38.781612
#> 6 37.41405 18.51404 0 7.888907
#> 7 43.41061 28.76524 0 41.209378
#> 8 36.95649 17.57100 0 18.634098
#> 9 38.58295 20.77504 0 6.912113
#> 10 53.54834 42.54859 0 46.279198
#> 11 38.31130 20.26607 0 35.855081
#> 12 35.18100 13.44100 0 22.512163
#> 13 53.19961 42.10887 0 48.949685
#> 14 53.75560 42.80914 0 47.655472
#> 15 78.05635 70.96303 0 74.796122
#> 16 39.67924 22.74643 0 19.954377
#> 17 39.44291 22.33162 0 34.463098
#> 18 40.72101 24.51855 0 21.977070
#> 19 39.71173 22.80307 0 11.721727
#> 20 37.62538 18.93746 0 29.843759
#> 21 35.34017 13.85229 0 26.137098
#> FH.SE.area.spec.1 FH.SE.area.spec.2 FH.MSE.conditional FH.SE.conditional
#> 1 28.313189 28.697758 266.448491 16.323250
#> 2 46.873215 47.174925 -4444.907033 Inf
#> 3 21.943344 22.580719 187.415476 13.689977
#> 4 35.128931 35.580178 8.624004 2.936665
#> 5 37.607367 38.172977 -3139.640196 Inf
#> 6 7.907597 7.893643 59.596584 7.719882
#> 7 41.584108 41.382274 6574.506621 81.083331
#> 8 17.547698 18.081247 181.834380 13.484598
#> 9 6.910548 6.907841 45.695123 6.759817
#> 10 45.781122 46.017559 -900.550457 Inf
#> 11 34.705422 35.252119 -4322.934754 Inf
#> 12 21.028664 21.712674 183.638122 13.551314
#> 13 49.879878 49.393228 11552.731858 107.483635
#> 14 46.943424 47.284788 -2795.095731 Inf
#> 15 75.869384 75.329658 99607.962318 315.607291
#> 16 21.606464 20.747762 515.417449 22.702807
#> 17 33.417035 33.873503 -639.670637 Inf
#> 18 20.593204 21.244545 176.763216 13.295233
#> 19 11.498222 11.603447 112.647405 10.613548
#> 20 28.263928 29.042905 -211.302481 Inf
#> 21 26.143577 26.101429 563.026418 23.728178
#> prd.ran.effects n.i gamma.i g1.i g2.i g3.i g.star.3.i
#> 1 -16.26 133 0.44435442 587.34065 157.7850198 50.1801554 28.2555043
#> 2 -4.88 85 0.12355813 926.43577 1257.9819025 34.7155721 6.3402967
#> 3 9.09 290 0.62244260 399.09398 74.2648435 32.4542851 4.0757510
#> 4 -12.68 58 0.37652323 659.04107 531.7449894 53.5351594 21.6278607
#> 5 -1.86 128 0.17573477 871.28288 541.4124481 43.6715315 0.8093492
#> 6 34.69 86 0.94429550 58.88199 1.0636107 1.0717542 1.2922460
#> 7 12.53 132 0.09283115 958.91547 680.9451472 27.9432402 44.6887174
#> 8 3.91 175 0.73061532 284.75090 22.4046922 19.3928369 0.3830525
#> 9 32.70 79 0.95688242 45.57709 0.8024032 0.6506901 0.6880862
#> 10 -10.21 216 0.18889410 857.37291 1191.0376456 45.4548555 23.7502804
#> 11 1.54 98 0.14542467 903.32192 299.9437043 38.8459336 0.6003323
#> 12 -8.97 64 0.61482544 407.14564 26.8027055 33.3636676 4.1281778
#> 13 -17.30 82 0.11467472 935.82591 1389.8017149 32.8760915 81.1872993
#> 14 6.04 158 0.15884315 889.13803 1296.6627097 41.1082723 8.9421502
#> 15 17.68 125 0.04890571 1005.34650 4555.2422480 16.1813035 97.7873204
#> 16 -44.70 63 0.70977230 306.78284 43.5817134 21.8677217 58.2373634
#> 17 -10.28 63 0.24882645 794.02191 281.3979433 51.3551366 20.6392052
#> 18 -2.37 73 0.66358445 355.60533 68.0364384 27.4697751 0.2191312
#> 19 -20.12 152 0.88494506 121.61789 6.8833070 4.2848302 1.8539522
#> 20 8.11 245 0.38762383 647.30726 134.4869491 53.1684259 8.5276927
#> 21 23.34 133 0.49220655 536.75895 49.4786261 46.4224814 48.6245332
#> g1.bias eblup.resids trans.resid.v.i eblup.synth.resids b.i
#> 1 0 -20.335963 -0.62548751 -36.598803 1
#> 2 0 -34.643853 -1.06556533 -39.527838 1
#> 3 0 5.513752 0.16959035 14.603745 1
#> 4 0 -20.997023 -0.64582020 -33.677314 1
#> 5 0 -8.702680 -0.26767444 -10.558106 1
#> 6 0 2.046479 0.06294501 36.738139 1
#> 7 0 122.418745 3.76531941 134.945931 1
#> 8 0 1.440068 0.04429319 5.345769 1
#> 9 0 1.473688 0.04532726 34.178354 1
#> 10 0 -43.858997 -1.34900201 -54.073083 1
#> 11 0 9.057336 0.27858284 10.598639 1
#> 12 0 -5.617849 -0.17279214 -14.585203 1
#> 13 0 -133.573124 -4.10840251 -150.874630 1
#> 14 0 32.003333 0.98434903 38.046808 1
#> 15 0 343.735511 10.57251479 361.410551 1
#> 16 0 -18.277825 -0.56218392 -62.977535 1
#> 17 0 -31.037923 -0.95465523 -41.319244 1
#> 18 0 -1.199219 -0.03688523 -3.564696 1
#> 19 0 -2.615626 -0.08045065 -22.733714 1
#> 20 0 12.807018 0.39391446 20.913645 1
#> 21 0 24.083691 0.74075903 47.428125 1
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$type
#> [1] "RE"
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$sig.sq.v
#> [1] 1057.042
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$beta.hat
#> [,1]
#> (Intercept) -3.680978e+02
#> dem.X.pop -2.003662e-02
#> tcc.X.pop 4.239887e+01
#> tpi.X.pop 1.217636e+04
#> tnt2.X.pop 3.387259e+02
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$var.beta.hat
#> [,1] [,2] [,3] [,4]
#> (Intercept) 2.318616e+05 -4.983982253 -4.774738e+03 -8.341780e+05
#> dem.X.pop -4.983982e+00 0.001344735 6.994710e-03 -3.663359e+01
#> tcc.X.pop -4.774738e+03 0.006994710 1.118754e+02 2.138291e+04
#> tpi.X.pop -8.341780e+05 -36.633592725 2.138291e+04 8.003007e+07
#> tnt2.X.pop -2.249817e+05 2.873106103 4.755787e+03 8.970255e+05
#> [,5]
#> (Intercept) -2.249817e+05
#> dem.X.pop 2.873106e+00
#> tcc.X.pop 4.755787e+03
#> tpi.X.pop 8.970255e+05
#> tnt2.X.pop 2.216998e+05
#>
#> $raw$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 0.0016091759 0.8264999
#> 2 1 1300.595 13.3583927 -0.0005464502 0.7278258
#> 3 1 2143.260 6.3990155 -0.0014757279 0.8390603
#> 4 1 1873.567 4.1191205 0.0026874282 0.8347314
#> 5 1 1695.213 9.4401841 0.0008285926 0.8252693
#> 6 1 1825.512 1.0998002 -0.0002754466 0.9865623
#> 7 1 2255.494 13.0094837 -0.0004589611 0.7331014
#> 8 1 1852.164 2.0670811 0.0011185351 0.9522421
#> 9 1 1380.878 0.9419578 0.0005522725 0.9530363
#> 10 1 2291.932 16.5713373 0.0001204469 0.5766464
#> 11 1 1647.743 7.9022732 -0.0003102019 0.8487313
#> 12 1 1572.269 3.3209321 -0.0006538782 0.9248072
#> 13 1 1570.581 14.7374346 0.0003234996 0.7161021
#> 14 1 2446.198 10.6072114 0.0040687468 0.7608623
#> 15 1 2453.499 29.5642925 -0.0005082770 0.3635238
#> 16 1 2209.581 5.0478339 -0.0012073056 0.8907651
#> 17 1 1595.071 5.1797763 -0.0021654265 0.8993017
#> 18 1 1358.073 4.2119798 -0.0015882045 0.8877382
#> 19 1 1367.107 2.4578633 0.0006003826 0.9712791
#> 20 1 2223.276 7.5236266 0.0002878460 0.8371048
#> 21 1 1653.929 3.4596989 -0.0008139182 0.9143781
#> attr(,"assign")
#> [1] 0 1 2 3 4
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$pseudo.R.sq.eblup
#> [1] 0.9091043
#>
#> $raw$SAobjlst$SApopdat$area.JoSAE.obj$R.sq.eblup.synth
#> [1] 0.889679
#>
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj
#> $raw$SAobjlst$SApopdat$area.sae.obj$est
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$eblup
#> [,1]
#> 1 160.210164
#> 2 219.186473
#> 3 24.910114
#> 4 201.510101
#> 5 68.608787
#> 6 407.219440
#> 7 135.602472
#> 8 71.794744
#> 9 285.963415
#> 10 7.467481
#> 11 393.559006
#> 12 22.507452
#> 13 6.419526
#> 14 475.163316
#> 15 37.529403
#> 16 454.483249
#> 17 345.933595
#> 18 970.861491
#> 19 43.975848
#> 20 87.526735
#> 21 62.269763
#>
#> $raw$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] 4
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$estcoef
#> beta std.error tvalue pvalue
#> X(Intercept) -3.681125e+02 4.815338e+02 -0.7644583 0.444594172
#> Xdem -2.003567e-02 3.667179e-02 -0.5463511 0.584824629
#> Xtcc 4.239927e+01 1.057738e+01 4.0084870 0.000061109
#> Xtpi 1.217630e+04 8.946185e+03 1.3610609 0.173494453
#> Xtnt2 3.387383e+02 4.708631e+02 0.7193986 0.471895353
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$refvar
#> [1] 1057.151
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$goodness
#> loglike AIC BIC KIC
#> -114.0081 240.0163 246.2834 246.0163
#>
#>
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$mse
#> [1] 845.51334 1281.04689 137.07047 888.17163 679.10895 2253.94834
#> [7] 538.27535 1297.88732 1500.12063 62.08901 1695.85329 345.94440
#> [13] 47.68079 2139.40092 500.68780 2391.47774 2268.11090 5593.12473
#> [19] 394.10280 1178.19889 478.58540
#>
#>
#> $raw$SAobjlst$SApopdat$area.hbsae.obj
#> Summaries:
#> Min. 1st Qu. Median Mean 3rd Qu.
#> estimates 5.897e+00 5.105e+01 1.343e+02 2.111e+02 3.410e+02
#> standard errors 6.808e+00 1.998e+01 2.686e+01 3.125e+01 4.377e+01
#> rel.std.err. 9.266e-02 1.311e-01 1.620e-01 3.550e-01 4.381e-01
#> gamma weights 4.499e-02 1.475e-01 3.671e-01 4.207e-01 6.438e-01
#> random effects -4.328e+01 -9.599e+00 -1.611e+00 -2.421e-11 8.942e+00
#> Max.
#> estimates 9.486e+02
#> standard errors 8.825e+01
#> rel.std.err. 1.372e+00
#> gamma weights 9.531e-01
#> random effects 3.424e+01
#>
#> posterior mean sv2/se2 REML estimate sv2/se2 se2 estimate
#> 968.5 1057.1 1.0
#>
#> Coefficients:
#> Estimate Std. Error t value
#> (Intercept) -3.56e+02 4.70e+02 -0.76
#> dem -2.08e-02 3.57e-02 -0.58
#> tcc 4.21e+01 1.04e+01 4.06
#> tpi 1.22e+04 8.75e+03 1.40
#> tnt2 3.28e+02 4.60e+02 0.71
#>
#> Model selection measures:
#> CV p.eff cAIC
#> 4049 11.32 227.2
#> Fraction of fitted values below lowest data value: 0.09524
#>
#>
#>
#> $raw$estvar
#> [1] "VOLCFNET_TPA_live_ADJ"
#>
#> $raw$estvar.filter
#> [1] "STATUSCD == 1"
#>
#> $raw$areaunits
#> [1] "acres"
#>
#>
#> $multest
#> DOMAIN LARGEBND NBRPLT DIR DIR.se JU.Synth JU.GREG
#> 1 1 1 133 139.874974 36.356350 221.8047317 181.757227
#> 2 11 1 85 372.575266 86.590849 350.7042084 442.017250
#> 3 13 1 290 141.115748 25.321413 199.6563356 141.095727
#> 4 15 1 70 0.000000 0.000000 -0.2516993 -7.332100
#> 5 17 1 58 50.799253 41.836983 116.5908027 98.063024
#> 6 19 1 128 277.260232 70.412659 258.7911399 248.533888
#> 7 21 1 86 9.513780 7.896548 19.1149245 16.512791
#> 8 23 1 132 515.975037 101.635001 402.6080604 542.454343
#> 9 25 1 175 23.947531 19.741864 50.3876801 23.588012
#> 10 27 1 79 7.893124 6.901508 -12.7872357 -7.994834
#> 11 29 1 216 431.304211 67.371418 515.1808921 442.260945
#> 12 3 1 98 228.243244 78.813793 210.2381687 257.835040
#> 13 31 1 64 31.912078 25.733507 69.6080299 50.133175
#> 14 33 1 82 320.910393 90.336590 408.6097296 318.705859
#> 15 35 1 158 377.935572 74.817011 344.4671476 371.334882
#> 16 37 1 339 0.000000 0.000000 28.3026109 3.371585
#> 17 39 1 125 1314.591527 143.376539 910.4659236 1256.793341
#> 18 41 1 63 25.699224 20.790073 162.5430619 53.763179
#> 19 43 1 63 56.489531 56.489531 125.8954978 67.788752
#> 20 45 1 73 61.070857 23.149203 83.1178070 50.196874
#> 21 5 1 152 22.294782 11.723049 29.1304813 28.732037
#> 22 7 1 245 214.316167 40.864859 237.3833145 221.566647
#> 23 9 1 133 92.691471 33.022957 79.4298498 86.790108
#> JU.GREG.se JU.EBLUP JU.EBLUP.se.1 hbsaeU hbsaeU.se JFH
#> 1 20.149901 190.08876882 42.17729 189.8208170 42.22134 160.210937
#> 2 76.109030 409.36312199 51.13963 410.1982404 50.80237 407.219118
#> 3 18.888199 148.74556563 30.39355 148.6826934 30.32644 135.601996
#> 4 23.746911 0.04226381 53.03603 -0.2626959 53.43104 NA
#> 5 46.269708 107.70677371 56.30304 107.1960954 56.85133 71.796276
#> 6 56.511652 252.00518120 42.53810 251.9893869 42.67335 285.962911
#> 7 7.623101 21.42776500 49.29774 21.1933881 49.57801 7.467301
#> 8 86.627620 508.96045609 44.32670 509.6812581 43.32802 393.556292
#> 9 19.557579 30.62180837 37.59025 30.4553084 37.59154 22.507462
#> 10 16.288255 -4.80593519 50.90625 -4.9641964 51.25414 6.419436
#> 11 54.915075 451.10870669 34.65382 451.0433449 34.62261 475.163208
#> 12 56.936561 244.32812925 47.25759 244.6130217 47.37481 219.185908
#> 13 18.296195 60.49630115 54.60182 60.0248057 55.03109 37.529928
#> 14 72.991164 345.37641626 51.18389 344.6425719 51.09933 454.483518
#> 15 61.680325 366.26745692 39.20526 366.4138471 39.25663 345.932238
#> 16 3.593968 7.16339242 28.18138 7.1063933 28.16519 NA
#> 17 123.526609 1171.12428056 57.52504 1173.4239499 51.05026 970.856017
#> 18 27.119161 96.93420409 57.00567 95.3436166 56.52356 43.977050
#> 19 51.815888 92.05759049 55.41426 91.1514661 55.58976 87.527454
#> 20 35.693556 64.76312082 52.53902 64.2707376 52.80137 62.270076
#> 21 12.844152 30.75969607 39.77495 30.6441240 39.86641 24.910408
#> 22 26.180151 224.04989214 32.50489 224.0212725 32.53188 201.509149
#> 23 20.503605 87.71758934 41.86583 87.6628268 41.99812 68.607780
#> JFH.se JA.synth JA.synth.se saeA saeA.se hbsaeA hbsaeA.se
#> 1 29.077242 176.47378 39.59924 160.210164 29.077712 162.874808 26.381146
#> 2 47.474718 412.10310 51.91068 407.219440 47.475766 399.298552 46.596154
#> 3 23.200590 126.51200 39.72427 135.602472 23.200762 134.250393 20.780885
#> 4 NA NA NA NA NA NA NA
#> 5 36.025774 84.47657 49.24397 71.794744 36.026203 78.917812 35.321773
#> 6 38.730329 287.81834 43.05722 285.963415 38.731391 280.208990 36.742859
#> 7 7.879664 -27.22436 37.41405 7.467481 7.879658 5.950031 8.164189
#> 8 41.179450 381.02911 43.41061 393.559006 41.180739 384.476023 44.321590
#> 9 18.599496 18.60176 36.95649 22.507452 18.599581 23.673692 16.749932
#> 10 6.905134 -26.28523 38.58295 6.419526 6.905128 5.896974 6.808479
#> 11 46.252787 485.37729 53.54834 475.163316 46.253658 472.348963 43.769357
#> 12 35.790466 217.64460 38.31130 219.186473 35.791715 214.950648 33.412919
#> 13 22.375783 46.49728 35.18100 37.529403 22.376054 40.288663 19.833862
#> 14 48.901736 471.78502 53.19961 454.483249 48.902738 446.035954 48.206472
#> 15 47.623705 339.88876 53.75560 345.933595 47.624688 341.023565 46.255820
#> 16 NA NA NA NA NA NA NA
#> 17 74.786037 953.18098 78.05635 970.861491 74.787196 948.648284 88.247400
#> 18 19.851952 88.67676 39.67924 43.975848 19.852023 51.049035 22.135383
#> 19 34.323900 97.80878 39.44291 87.526735 34.324902 88.274310 30.827671
#> 20 21.876502 64.63555 40.72101 62.269763 21.876595 64.189141 19.981089
#> 21 11.707726 45.02850 39.71173 24.910114 11.707710 27.134706 11.888695
#> 22 29.801528 193.40252 37.62538 201.510101 29.802208 197.873983 26.862234
#> 23 26.059212 45.26335 35.34017 68.608787 26.059719 66.151459 23.013601
#> NBRPLT.gt0 AOI AREAUSED
#> 1 23 1 2757613
#> 2 26 1 1837124
#> 3 46 1 5930088
#> 4 0 1 1428579
#> 5 5 1 1283969
#> 6 21 1 2671802
#> 7 2 1 1720074
#> 8 37 1 2616954
#> 9 5 1 3440445
#> 10 2 1 1681849
#> 11 77 1 4459826
#> 12 9 1 2021729
#> 13 4 1 1350969
#> 14 19 1 1617318
#> 15 41 1 3158807
#> 16 0 1 6714319
#> 17 82 1 2701941
#> 18 2 1 1336034
#> 19 1 1 1435352
#> 20 8 1 1536038
#> 21 12 1 3072988
#> 22 34 1 5096959
#> 23 14 1 2729653
#>
# Use a unit level EBLUP to estimate basal area of live trees (at least 5
# inches diameter)
modSAtree(SApopdatlst = SApopdat,
SApackage = "JoSAE",
SAmethod = "unit",
landarea = "FOREST",
estvar = "BA",
estvar.filter = "STATUSCD == 1")
#> 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
#> multiplying BA by TPA
#> STATUSCD == 1
#> getting estimates for BA_TPA_live_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: 0.001577
#> numerical integration of f(x): 1241741 with absolute error < 0.0047
#> numerical integration of x*f(x): 3580 with absolute error < 0.00076
#> posterior mean for variance ratio: 0.002883
#> there was an error in unit-level hbsae model
#> using following predictors for area-level models...dem, tcc, tpi, tnt2
#> there was an error in area-level JoSAE model
#> there was an error in area-level hbsae model
#> getting output...
#> $est
#> Key: <DOMAIN>
#> DOMAIN Estimate Percent Sampling Error
#> <char> <num> <num>
#> 1: 1 37692800.0 9.17
#> 2: 11 38025984.5 8.60
#> 3: 13 74254315.1 7.91
#> 4: 15 1232255.4 143.77
#> 5: 17 10081422.3 15.31
#> 6: 19 40711388.9 7.37
#> 7: 21 3889986.6 50.61
#> 8: 23 63315607.2 5.74
#> 9: 25 13599106.5 27.91
#> 10: 27 737552.8 279.80
#> 11: 29 130301581.3 6.84
#> 12: 3 25947834.3 9.08
#> 13: 31 6784325.3 23.41
#> 14: 33 37418476.0 5.99
#> 15: 35 64693329.0 6.20
#> 16: 37 21176355.8 30.35
#> 17: 39 143529255.2 5.32
#> 18: 41 14089523.8 11.17
#> 19: 43 11412225.7 14.92
#> 20: 45 8694150.7 22.08
#> 21: 5 8007765.4 44.65
#> 22: 7 73704677.4 7.55
#> 23: 9 16407335.0 22.12
#> DOMAIN Estimate Percent Sampling Error
#>
#> $raw
#> $raw$dunit_totest
#> DOMAIN nhat nhat.se NBRPLT.gt0 estimator AREAUSED nhat.var
#> 1 1 13.6686330 1.2536977 24 JU.EBLUP 2757613 1.5717578
#> 2 11 20.6986488 1.7804244 26 JU.EBLUP 1837124 3.1699111
#> 3 13 12.5216211 0.9902709 49 JU.EBLUP 5930088 0.9806365
#> 4 15 0.8625742 1.2400891 2 JU.EBLUP 1428579 1.5378210
#> 5 17 7.8517646 1.2018527 6 JU.EBLUP 1283969 1.4444499
#> 6 19 15.2374274 1.1234061 22 JU.EBLUP 2671802 1.2620413
#> 7 21 2.2615228 1.1445250 2 JU.EBLUP 1720074 1.3099375
#> 8 23 24.1943906 1.3888882 37 JU.EBLUP 2616954 1.9290103
#> 9 25 3.9527173 1.1031386 7 JU.EBLUP 3440445 1.2169148
#> 10 27 0.4385369 1.2270304 2 JU.EBLUP 1681849 1.5056035
#> 11 29 29.2167410 1.9995806 89 JU.EBLUP 4459826 3.9983224
#> 12 3 12.8344770 1.1659607 11 JU.EBLUP 2021729 1.3594644
#> 13 31 5.0218216 1.1755876 6 JU.EBLUP 1350969 1.3820062
#> 14 33 23.1361279 1.3858471 19 JU.EBLUP 1617318 1.9205720
#> 15 35 20.4803044 1.2700799 42 JU.EBLUP 3158807 1.6131030
#> 16 37 3.1539097 0.9572360 7 JU.EBLUP 6714319 0.9163007
#> 17 39 53.1207955 2.8256404 87 JU.EBLUP 2701941 7.9842438
#> 18 41 10.5457824 1.1775310 6 JU.EBLUP 1336034 1.3865793
#> 19 43 7.9508202 1.1862220 4 JU.EBLUP 1435352 1.4071227
#> 20 45 5.6601143 1.2497607 8 JU.EBLUP 1536038 1.5619019
#> 21 5 2.6058564 1.1634184 14 JU.EBLUP 3072988 1.3535423
#> 22 7 14.4605200 1.0924089 35 JU.EBLUP 5096959 1.1933573
#> 23 9 6.0107768 1.3297251 15 JU.EBLUP 2729653 1.7681687
#> est est.var est.se est.cv pse CI99left CI99right
#> 1 37692800.0 1.195232e+13 3457213 0.09172078 9.172078 28787609 46597990
#> 2 38025984.5 1.069853e+13 3270860 0.08601646 8.601646 29600806 46451163
#> 3 74254315.1 3.448501e+13 5872394 0.07908488 7.908488 59128031 89380599
#> 4 1232255.4 3.138443e+12 1771565 1.43766075 143.766075 0 5795505
#> 5 10081422.3 2.381286e+12 1543142 0.15306785 15.306785 6106553 14056292
#> 6 40711388.9 9.009115e+12 3001519 0.07372676 7.372676 32979989 48442789
#> 7 3889986.6 3.875653e+12 1968668 0.50608598 50.608598 0 8960939
#> 8 63315607.2 1.321073e+13 3634656 0.05740538 5.740538 53953353 72677862
#> 9 13599106.5 1.440421e+13 3795288 0.27908361 27.908361 3823093 23375120
#> 10 737552.8 4.258774e+12 2063680 2.79800958 279.800958 0 6053240
#> 11 130301581.3 7.952682e+13 8917781 0.06843955 6.843955 107330899 153272264
#> 12 25947834.3 5.556659e+12 2357257 0.09084599 9.084599 19875944 32019725
#> 13 6784325.3 2.522323e+12 1588182 0.23409585 23.409585 2693439 10875212
#> 14 37418476.0 5.023674e+12 2241355 0.05989970 5.989970 31645127 43191825
#> 15 64693329.0 1.609564e+13 4011937 0.06201470 6.201470 54359263 75027395
#> 16 21176355.8 4.130874e+13 6427188 0.30350773 30.350773 4621017 37731694
#> 17 143529255.2 5.828885e+13 7634714 0.05319274 5.319274 123863536 163194975
#> 18 14089523.8 2.475026e+12 1573221 0.11165895 11.165895 10037174 18141874
#> 19 11412225.7 2.899004e+12 1702646 0.14919493 14.919493 7026500 15797952
#> 20 8694150.7 3.685171e+12 1919680 0.22080133 22.080133 3749383 13638919
#> 21 8007765.4 1.278185e+13 3575171 0.44646297 44.646297 0 17216795
#> 22 73704677.4 3.100222e+13 5567963 0.07554424 7.554424 59362554 88046801
#> 23 16407335.0 1.317463e+13 3629688 0.22122349 22.122349 7057878 25756792
#> CI95left CI95right CI68left CI68right
#> 1 30916787.04 44468813 34254747 41130853
#> 2 31615215.80 44436753 34773252 41278717
#> 3 62744635.02 85763995 68414467 80094163
#> 4 0.00 4704460 0 2994002
#> 5 7056920.34 13105924 8546833 11616012
#> 6 34828520.31 46594257 37726505 43696273
#> 7 31468.81 7748504 1932229 5847744
#> 8 56191811.55 70439403 59701094 66930120
#> 9 6160479.30 21037734 9824853 17373360
#> 10 0.00 4782291 0 2789795
#> 11 112823050.96 147780112 121433223 139169939
#> 12 21327696.34 30567972 23603642 28292027
#> 13 3671544.96 9897106 5204945 8363706
#> 14 33025500.20 41811452 35189542 39647410
#> 15 56830076.33 72556582 60703626 68683032
#> 16 8579299.38 33773412 14784788 27567923
#> 17 128565491.30 158493019 135936854 151121656
#> 18 11006066.40 17172981 12525021 15654026
#> 19 8075100.51 14749351 9719016 13105436
#> 20 4931647.03 12456654 6785110 10603192
#> 21 1000559.60 15014971 4452409 11563122
#> 22 62791669.53 84617685 68167572 79241783
#> 23 9293277.30 23521393 12797763 20016907
#>
#> $raw$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
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#> 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
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#> 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
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#> 146 40404876010690 3 2458 69 -0.250 1 1 0 1 0.7500000
#> 147 40404876010690 3 2458 69 -0.250 1 1 0 2 0.2500000
#> 148 40404877010690 3 1151 5 0.250 2 1 1 1 1.0000000
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#> 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 BA_TPA_live_ADJ LARGEBND
#> 1 NA NA NA 1
#> 2 1 1 14.27414 1
#> 3 1 1 119.74279 1
#> 4 NA NA NA 1
#> 5 NA NA NA 1
#> 6 NA NA NA 1
#> 7 NA NA NA 1
#> 8 NA NA NA 1
#> 9 NA NA NA 1
#> 10 1 1 2.44527 1
#> 11 1 1 17.71590 1
#> 12 NA NA NA 1
#> 13 NA NA NA 1
#> 14 1 1 31.15636 1
#> 15 1 1 70.82421 1
#> 16 NA NA NA 1
#> 17 NA NA NA 1
#> 18 NA NA NA 1
#> 19 1 1 75.63555 1
#> 20 NA NA NA 1
#> 21 NA NA NA 1
#> 22 NA NA NA 1
#> 23 NA NA NA 1
#> 24 NA NA NA 1
#> 25 NA NA NA 1
#> 26 NA NA NA 1
#> 27 NA NA NA 1
#> 28 1 1 68.69142 1
#> 29 NA NA NA 1
#> 30 NA NA NA 1
#> 31 1 1 25.65401 1
#> 32 1 1 22.95009 1
#> 33 NA NA NA 1
#> 34 NA NA NA 1
#> 35 1 1 17.47127 1
#> 36 NA NA NA 1
#> 37 NA NA NA 1
#> 38 NA NA NA 1
#> 39 NA NA NA 1
#> 40 NA NA NA 1
#> 41 NA NA NA 1
#> 42 NA NA NA 1
#> 43 NA NA NA 1
#> 44 NA NA NA 1
#> 45 NA NA NA 1
#> 46 NA NA NA 1
#> 47 NA NA NA 1
#> 48 NA NA NA 1
#> 49 NA NA NA 1
#> 50 NA NA NA 1
#> 51 NA NA NA 1
#> 52 NA NA NA 1
#> 53 NA NA NA 1
#> 54 NA NA NA 1
#> 55 NA NA NA 1
#> 56 NA NA NA 1
#> 57 NA NA NA 1
#> 58 NA NA NA 1
#> 59 NA NA NA 1
#> 60 1 1 19.19980 1
#> 61 NA NA NA 1
#> 62 NA NA NA 1
#> 63 NA NA NA 1
#> 64 NA NA NA 1
#> 65 NA NA NA 1
#> 66 NA NA NA 1
#> 67 NA NA NA 1
#> 68 NA NA NA 1
#> 69 NA NA NA 1
#> 70 NA NA NA 1
#> 71 NA NA NA 1
#> 72 NA NA NA 1
#> 73 NA NA NA 1
#> 74 NA NA NA 1
#> 75 NA NA NA 1
#> 76 NA NA NA 1
#> 77 NA NA NA 1
#> 78 NA NA NA 1
#> 79 NA NA NA 1
#> 80 NA NA NA 1
#> 81 NA NA NA 1
#> 82 NA NA NA 1
#> 83 NA NA NA 1
#> 84 NA NA NA 1
#> 85 NA NA NA 1
#> 86 NA NA NA 1
#> 87 NA NA NA 1
#> 88 NA NA NA 1
#> 89 NA NA NA 1
#> 90 NA NA NA 1
#> 91 NA NA NA 1
#> 92 1 1 84.49001 1
#> 93 1 1 103.98268 1
#> 94 NA NA NA 1
#> 95 NA NA NA 1
#> 96 NA NA NA 1
#> 97 NA NA NA 1
#> 98 1 1 114.80162 1
#> 99 NA NA NA 1
#> 100 NA NA NA 1
#> 101 NA NA NA 1
#> 102 1 1 17.09935 1
#> 103 NA NA NA 1
#> 104 NA NA NA 1
#> 105 NA NA NA 1
#> 106 NA NA NA 1
#> 107 1 1 140.36713 1
#> 108 1 1 36.52539 1
#> 109 NA NA NA 1
#> 110 NA NA NA 1
#> 111 NA NA NA 1
#> 112 1 1 7.77077 1
#> 113 1 1 86.65110 1
#> 114 1 1 71.39366 1
#> 115 NA NA NA 1
#> 116 NA NA NA 1
#> 117 NA NA NA 1
#> 118 NA NA NA 1
#> 119 NA NA NA 1
#> 120 1 1 19.56340 1
#> 121 NA NA NA 1
#> 122 NA NA NA 1
#> 123 NA NA NA 1
#> 124 NA NA NA 1
#> 125 NA NA NA 1
#> 126 NA NA NA 1
#> 127 NA NA NA 1
#> 128 NA NA NA 1
#> 129 NA NA NA 1
#> 130 NA NA NA 1
#> 131 NA NA NA 1
#> 132 NA NA NA 1
#> 133 NA NA NA 1
#> 134 1 1 47.02717 1
#> 135 NA NA NA 1
#> 136 1 1 85.66221 1
#> 137 NA NA NA 1
#> 138 NA NA NA 1
#> 139 NA NA NA 1
#> 140 NA NA NA 1
#> 141 NA NA NA 1
#> 142 NA NA NA 1
#> 143 NA NA NA 1
#> 144 NA NA NA 1
#> 145 NA NA NA 1
#> 146 1 1 113.90336 1
#> 147 1 1 30.62625 1
#> 148 NA NA NA 1
#> 149 NA NA NA 1
#> 150 1 1 148.92843 1
#> 151 NA NA NA 1
#> 152 NA NA NA 1
#> 153 NA NA NA 1
#> 154 NA NA NA 1
#> 155 NA NA NA 1
#> 156 NA NA NA 1
#> 157 NA NA NA 1
#> 158 NA NA NA 1
#> 159 NA NA NA 1
#> 160 NA NA NA 1
#> 161 NA NA NA 1
#> 162 NA NA NA 1
#> 163 NA NA NA 1
#> 164 1 1 170.13384 1
#> 165 1 1 NA 1
#> 166 NA NA NA 1
#> 167 NA NA NA 1
#> 168 NA NA NA 1
#> 169 NA NA NA 1
#> 170 NA NA NA 1
#> 171 NA NA NA 1
#> 172 NA NA NA 1
#> 173 NA NA NA 1
#> 174 NA NA NA 1
#> 175 NA NA NA 1
#> 176 NA NA NA 1
#> 177 NA NA NA 1
#> 178 NA NA NA 1
#> 179 NA NA NA 1
#> 180 NA NA NA 1
#> 181 NA NA NA 1
#> 182 NA NA NA 1
#> 183 NA NA NA 1
#> 184 NA NA NA 1
#> 185 NA NA NA 1
#> 186 NA NA NA 1
#> 187 NA NA NA 1
#> 188 NA NA NA 1
#> 189 NA NA NA 1
#> 190 1 1 47.70575 1
#> 191 NA NA NA 1
#> 192 NA NA NA 1
#> 193 NA NA NA 1
#> 194 NA NA NA 1
#> 195 NA NA NA 1
#> 196 1 1 101.08269 1
#> 197 NA NA NA 1
#> 198 NA NA NA 1
#> 199 NA NA NA 1
#> 200 NA NA NA 1
#> 201 1 1 74.89191 1
#> 202 NA NA NA 1
#> 203 NA NA NA 1
#> 204 NA NA NA 1
#> 205 NA NA NA 1
#> 206 NA NA NA 1
#> 207 NA NA NA 1
#> 208 1 1 2.48466 1
#> 209 NA NA NA 1
#> 210 NA NA NA 1
#> 211 1 1 152.58554 1
#> 212 NA NA NA 1
#> 213 1 1 171.50673 1
#> 214 NA NA NA 1
#> 215 NA NA NA 1
#> 216 NA NA NA 1
#> 217 1 1 25.88836 1
#> 218 NA NA NA 1
#> 219 NA NA NA 1
#> 220 NA NA NA 1
#> 221 NA NA NA 1
#> 222 NA NA NA 1
#> 223 NA NA NA 1
#> 224 NA NA NA 1
#> 225 NA NA NA 1
#> 226 NA NA NA 1
#> 227 NA NA NA 1
#> 228 NA NA NA 1
#> 229 NA NA NA 1
#> 230 1 1 137.72089 1
#> 231 NA NA NA 1
#> 232 NA NA NA 1
#> 233 NA NA NA 1
#> 234 NA NA NA 1
#> 235 NA NA NA 1
#> 236 NA NA NA 1
#> 237 NA NA NA 1
#> 238 NA NA NA 1
#> 239 NA NA NA 1
#> 240 NA NA NA 1
#> 241 NA NA NA 1
#> 242 NA NA NA 1
#> 243 1 1 14.20390 1
#> 244 NA NA NA 1
#> 245 NA NA NA 1
#> 246 1 1 11.76716 1
#> 247 NA NA NA 1
#> 248 1 1 36.98595 1
#> 249 NA NA NA 1
#> 250 1 1 41.64406 1
#> 251 NA NA NA 1
#> 252 NA NA NA 1
#> 253 NA NA NA 1
#> 254 1 1 86.59015 1
#> 255 NA NA NA 1
#> 256 NA NA NA 1
#> 257 NA NA NA 1
#> 258 1 1 8.33066 1
#> 259 NA NA NA 1
#> 260 1 1 32.56378 1
#> 261 NA NA NA 1
#> 262 NA NA NA 1
#> 263 NA NA NA 1
#> 264 NA NA NA 1
#> 265 NA NA NA 1
#> 266 NA NA NA 1
#> 267 NA NA NA 1
#> 268 NA NA NA 1
#> 269 1 1 30.32478 1
#> 270 NA NA NA 1
#> 271 NA NA NA 1
#> 272 NA NA NA 1
#> 273 NA NA NA 1
#> 274 NA NA NA 1
#> 275 NA NA NA 1
#> 276 NA NA NA 1
#> 277 1 1 25.09406 1
#> 278 NA NA NA 1
#> 279 NA NA NA 1
#> 280 NA NA NA 1
#> 281 NA NA NA 1
#> 282 NA NA NA 1
#> 283 NA NA NA 1
#> 284 NA NA NA 1
#> 285 NA NA NA 1
#> 286 NA NA NA 1
#> 287 NA NA NA 1
#> 288 NA NA NA 1
#> 289 NA NA NA 1
#> 290 NA NA NA 1
#> 291 NA NA NA 1
#> 292 NA NA NA 1
#> 293 NA NA NA 1
#> 294 NA NA NA 1
#> 295 1 1 6.52543 1
#> 296 NA NA NA 1
#> 297 1 1 56.94785 1
#> 298 NA NA NA 1
#> 299 NA NA NA 1
#> 300 NA NA NA 1
#> 301 NA NA NA 1
#> 302 NA NA NA 1
#> 303 NA NA NA 1
#> 304 NA NA NA 1
#> 305 NA NA NA 1
#> 306 NA NA NA 1
#> 307 NA NA NA 1
#> 308 NA NA NA 1
#> 309 NA NA NA 1
#> 310 NA NA NA 1
#> 311 NA NA NA 1
#> 312 NA NA NA 1
#> 313 NA NA NA 1
#> 314 NA NA NA 1
#> 315 NA NA NA 1
#> 316 NA NA NA 1
#> 317 NA NA NA 1
#> 318 NA NA NA 1
#> 319 NA NA NA 1
#> 320 NA NA NA 1
#> 321 NA NA NA 1
#> 322 NA NA NA 1
#> 323 NA NA NA 1
#> 324 NA NA NA 1
#> 325 NA NA NA 1
#> 326 NA NA NA 1
#> 327 NA NA NA 1
#> 328 NA NA NA 1
#> 329 NA NA NA 1
#> 330 NA NA NA 1
#> 331 NA NA NA 1
#> 332 NA NA NA 1
#> 333 NA NA NA 1
#> 334 NA NA NA 1
#> 335 NA NA NA 1
#> 336 NA NA NA 1
#> 337 NA NA NA 1
#> 338 NA NA NA 1
#> 339 NA NA NA 1
#> 340 NA NA NA 1
#> 341 NA NA NA 1
#> 342 NA NA NA 1
#> 343 NA NA NA 1
#> 344 NA NA NA 1
#> 345 NA NA NA 1
#> 346 1 1 26.04761 1
#> 347 NA NA NA 1
#> 348 NA NA NA 1
#> 349 NA NA NA 1
#> 350 NA NA NA 1
#> 351 NA NA NA 1
#> 352 NA NA NA 1
#> 353 NA NA NA 1
#> 354 NA NA NA 1
#> 355 NA NA NA 1
#> 356 NA NA NA 1
#> 357 NA NA NA 1
#> 358 NA NA NA 1
#> 359 NA NA NA 1
#> 360 NA NA NA 1
#> 361 NA NA NA 1
#> 362 NA NA NA 1
#> 363 NA NA NA 1
#> 364 NA NA NA 1
#> 365 NA NA NA 1
#> 366 NA NA NA 1
#> 367 NA NA NA 1
#> 368 NA NA NA 1
#> 369 NA NA NA 1
#> 370 1 1 23.49626 1
#> 371 NA NA NA 1
#> 372 NA NA NA 1
#> 373 NA NA NA 1
#> 374 1 1 6.25366 1
#> 375 NA NA NA 1
#> 376 NA NA NA 1
#> 377 NA NA NA 1
#> 378 NA NA NA 1
#> 379 NA NA NA 1
#> 380 NA NA NA 1
#> 381 NA NA NA 1
#> 382 NA NA NA 1
#> 383 NA NA NA 1
#> 384 NA NA NA 1
#> 385 NA NA NA 1
#> 386 NA NA NA 1
#> 387 NA NA NA 1
#> 388 NA NA NA 1
#> 389 NA NA NA 1
#> 390 NA NA NA 1
#> 391 NA NA NA 1
#> 392 NA NA NA 1
#> 393 NA NA NA 1
#> 394 NA NA NA 1
#> 395 NA NA NA 1
#> 396 NA NA NA 1
#> 397 NA NA NA 1
#> 398 NA NA NA 1
#> 399 NA NA NA 1
#> 400 NA NA NA 1
#> 401 NA NA NA 1
#> 402 NA NA NA 1
#> 403 NA NA NA 1
#> 404 NA NA NA 1
#> 405 NA NA NA 1
#> 406 NA NA NA 1
#> 407 NA NA NA 1
#> 408 NA NA NA 1
#> 409 NA NA NA 1
#> 410 NA NA NA 1
#> 411 1 1 36.39219 1
#> 412 1 1 39.79850 1
#> 413 NA NA NA 1
#> 414 NA NA NA 1
#> 415 NA NA NA 1
#> 416 NA NA NA 1
#> 417 NA NA NA 1
#> 418 NA NA NA 1
#> 419 NA NA NA 1
#> 420 NA NA NA 1
#> 421 NA NA NA 1
#> 422 NA NA NA 1
#> 423 NA NA NA 1
#> 424 NA NA NA 1
#> 425 1 1 58.21844 1
#> 426 NA NA NA 1
#> 427 NA NA NA 1
#> 428 NA NA NA 1
#> 429 NA NA NA 1
#> 430 NA NA NA 1
#> 431 NA NA NA 1
#> 432 NA NA NA 1
#> 433 NA NA NA 1
#> 434 NA NA NA 1
#> 435 NA NA NA 1
#> 436 NA NA NA 1
#> 437 NA NA NA 1
#> 438 NA NA NA 1
#> 439 NA NA NA 1
#> 440 1 1 96.22391 1
#> 441 NA NA NA 1
#> 442 1 1 54.68692 1
#> 443 NA NA NA 1
#> 444 NA NA NA 1
#> 445 1 1 18.31153 1
#> 446 NA NA NA 1
#> 447 NA NA NA 1
#> 448 NA NA NA 1
#> 449 1 1 110.13487 1
#> 450 NA NA NA 1
#> 451 NA NA NA 1
#> 452 NA NA NA 1
#> 453 NA NA NA 1
#> 454 NA NA NA 1
#> 455 NA NA NA 1
#> 456 NA NA NA 1
#> 457 NA NA NA 1
#> 458 NA NA NA 1
#> 459 NA NA NA 1
#> 460 NA NA NA 1
#> 461 NA NA NA 1
#> 462 NA NA NA 1
#> 463 NA NA NA 1
#> 464 NA NA NA 1
#> 465 NA NA NA 1
#> 466 NA NA NA 1
#> 467 NA NA NA 1
#> 468 NA NA NA 1
#> 469 NA NA NA 1
#> 470 NA NA NA 1
#> 471 NA NA NA 1
#> 472 NA NA NA 1
#> 473 NA NA NA 1
#> 474 NA NA NA 1
#> 475 NA NA NA 1
#> 476 NA NA NA 1
#> 477 NA NA NA 1
#> 478 NA NA NA 1
#> 479 NA NA NA 1
#> 480 NA NA NA 1
#> 481 NA NA NA 1
#> 482 NA NA NA 1
#> 483 NA NA NA 1
#> 484 NA NA NA 1
#> 485 NA NA NA 1
#> 486 NA NA NA 1
#> 487 NA NA NA 1
#> 488 NA NA NA 1
#> 489 NA NA NA 1
#> 490 NA NA NA 1
#> 491 NA NA NA 1
#> 492 NA NA NA 1
#> 493 NA NA NA 1
#> 494 NA NA NA 1
#> 495 NA NA NA 1
#> 496 NA NA NA 1
#> 497 NA NA NA 1
#> 498 NA NA NA 1
#> 499 NA NA NA 1
#> 500 NA NA NA 1
#> 501 NA NA NA 1
#> 502 NA NA NA 1
#> 503 NA NA NA 1
#> 504 NA NA NA 1
#> 505 NA NA NA 1
#> 506 NA NA NA 1
#> 507 NA NA NA 1
#> 508 NA NA NA 1
#> 509 NA NA NA 1
#> 510 NA NA NA 1
#> 511 NA NA NA 1
#> 512 NA NA NA 1
#> 513 NA NA NA 1
#> 514 NA NA NA 1
#> 515 NA NA NA 1
#> 516 NA NA NA 1
#> 517 NA NA NA 1
#> 518 NA NA NA 1
#> 519 NA NA NA 1
#> 520 NA NA NA 1
#> 521 NA NA NA 1
#> 522 NA NA NA 1
#> 523 NA NA NA 1
#> 524 NA NA NA 1
#> 525 NA NA NA 1
#> 526 NA NA NA 1
#> 527 NA NA NA 1
#> 528 NA NA NA 1
#> 529 NA NA NA 1
#> 530 NA NA NA 1
#> 531 NA NA NA 1
#> 532 NA NA NA 1
#> 533 NA NA NA 1
#> 534 NA NA NA 1
#> 535 NA NA NA 1
#> 536 NA NA NA 1
#> 537 NA NA NA 1
#> 538 NA NA NA 1
#> 539 NA NA NA 1
#> 540 NA NA NA 1
#> 541 NA NA NA 1
#> 542 NA NA NA 1
#> 543 1 1 138.64366 1
#> 544 NA NA NA 1
#> 545 NA NA NA 1
#> 546 NA NA NA 1
#> 547 NA NA NA 1
#> 548 NA NA NA 1
#> 549 NA NA NA 1
#> 550 NA NA NA 1
#> 551 1 1 129.07241 1
#> 552 1 1 145.31302 1
#> 553 1 1 151.36647 1
#> 554 NA NA NA 1
#> 555 NA NA NA 1
#> 556 NA NA NA 1
#> 557 NA NA NA 1
#> 558 1 1 142.38812 1
#> 559 1 1 136.07101 1
#> 560 NA NA NA 1
#> 561 NA NA NA 1
#> 562 NA NA NA 1
#> 563 1 1 81.44490 1
#> 564 1 1 127.29542 1
#> 565 NA NA NA 1
#> 566 NA NA NA 1
#> 567 NA NA NA 1
#> 568 NA NA NA 1
#> 569 NA NA NA 1
#> 570 NA NA NA 1
#> 571 NA NA NA 1
#> 572 NA NA NA 1
#> 573 NA NA NA 1
#> 574 1 1 56.76746 1
#> 575 NA NA NA 1
#> 576 NA NA NA 1
#> 577 NA NA NA 1
#> 578 NA NA NA 1
#> 579 NA NA NA 1
#> 580 NA NA NA 1
#> 581 NA NA NA 1
#> 582 1 1 45.65622 1
#> 583 1 1 22.16203 1
#> 584 NA NA NA 1
#> 585 1 1 192.92602 1
#> 586 1 1 28.67208 1
#> 587 1 1 14.54329 1
#> 588 1 1 11.54165 1
#> 589 NA NA NA 1
#> 590 NA NA NA 1
#> 591 1 1 140.01088 1
#> 592 NA NA NA 1
#> 593 NA NA NA 1
#> 594 NA NA NA 1
#> 595 NA NA NA 1
#> 596 NA NA NA 1
#> 597 1 1 68.84799 1
#> 598 1 1 5.27949 1
#> 599 1 1 44.56990 1
#> 600 NA NA NA 1
#> 601 NA NA NA 1
#> 602 NA NA NA 1
#> 603 NA NA NA 1
#> 604 1 1 114.59758 1
#> 605 NA NA NA 1
#> 606 NA NA NA 1
#> 607 1 1 100.38737 1
#> 608 NA NA NA 1
#> 609 NA NA NA 1
#> 610 NA NA NA 1
#> 611 NA NA NA 1
#> 612 NA NA NA 1
#> 613 NA NA NA 1
#> 614 NA NA NA 1
#> 615 1 1 127.61708 1
#> 616 1 1 113.29866 1
#> 617 NA NA NA 1
#> 618 NA NA NA 1
#> 619 NA NA NA 1
#> 620 1 1 168.46666 1
#> 621 NA NA NA 1
#> 622 1 1 21.38545 1
#> 623 1 1 88.84929 1
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#> 2966 NA NA NA 1
#> 2967 NA NA NA 1
#> 2968 1 1 68.65180 1
#> 2969 1 1 124.34422 1
#> 2970 NA NA NA 1
#> 2971 1 1 32.13577 1
#> 2972 1 1 104.35955 1
#> 2973 NA NA NA 1
#> 2974 1 1 43.23002 1
#> 2975 1 1 64.07167 1
#> 2976 NA NA NA 1
#> 2977 NA NA NA 1
#> 2978 1 1 136.92990 1
#> 2979 NA NA NA 1
#> 2980 1 1 30.41293 1
#> 2981 1 1 22.01761 1
#> 2982 1 1 41.67341 1
#> 2983 NA NA NA 1
#> 2984 1 1 NA 1
#> 2985 NA NA NA 1
#> 2986 1 1 NA 1
#> 2987 NA NA NA 1
#> 2988 1 1 9.49789 1
#> 2989 NA NA NA 1
#> 2990 1 1 33.81235 1
#> 2991 1 1 92.51499 1
#> 2992 1 1 127.55886 1
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#> 2994 1 1 105.20452 1
#> 2995 1 1 10.48604 1
#> 2996 1 1 94.07570 1
#> 2997 NA NA NA 1
#> 2998 1 1 235.09782 1
#> 2999 1 1 67.28185 1
#> 3000 NA NA NA 1
#> 3001 1 1 42.39624 1
#> 3002 1 1 140.01990 1
#> 3003 NA NA NA 1
#> 3004 NA NA NA 1
#> 3005 NA NA NA 1
#> 3006 NA NA NA 1
#> 3007 NA NA NA 1
#> 3008 NA NA NA 1
#> 3009 NA NA NA 1
#> 3010 NA NA NA 1
#> 3011 NA NA NA 1
#> 3012 NA NA NA 1
#> 3013 NA NA NA 1
#> 3014 NA NA NA 1
#> 3015 NA NA NA 1
#> 3016 NA NA NA 1
#> 3017 NA NA NA 1
#> 3018 NA NA NA 1
#> 3019 NA NA NA 1
#> 3020 NA NA NA 1
#> 3021 NA NA NA 1
#> 3022 NA NA NA 1
#> 3023 NA NA NA 1
#> 3024 NA NA NA 1
#> 3025 NA NA NA 1
#> 3026 NA NA NA 1
#> 3027 NA NA NA 1
#> 3028 1 1 52.59104 1
#> 3029 NA NA NA 1
#> 3030 1 1 8.54794 1
#> 3031 NA NA NA 1
#> 3032 NA NA NA 1
#> 3033 NA NA NA 1
#> 3034 NA NA NA 1
#> 3035 NA NA NA 1
#> 3036 NA NA NA 1
#> 3037 NA NA NA 1
#> 3038 NA NA NA 1
#> 3039 NA NA NA 1
#> 3040 NA NA NA 1
#> 3041 NA NA NA 1
#> 3042 NA NA NA 1
#> 3043 NA NA NA 1
#> 3044 NA NA NA 1
#> 3045 NA NA NA 1
#> 3046 NA NA NA 1
#> 3047 NA NA NA 1
#> 3048 NA NA NA 1
#> 3049 NA NA NA 1
#> 3050 NA NA NA 1
#> 3051 NA NA NA 1
#> 3052 1 1 75.40965 1
#> 3053 NA NA NA 1
#> 3054 NA NA NA 1
#> 3055 NA NA NA 1
#> 3056 1 1 18.06218 1
#> 3057 NA NA NA 1
#> 3058 NA NA NA 1
#> 3059 1 1 191.80800 1
#> 3060 1 1 188.52642 1
#> 3061 NA NA NA 1
#> 3062 NA NA NA 1
#> 3063 NA NA NA 1
#> 3064 NA NA NA 1
#> 3065 NA NA NA 1
#> 3066 NA NA NA 1
#> 3067 NA NA NA 1
#> 3068 NA NA NA 1
#> 3069 NA NA NA 1
#> 3070 NA NA NA 1
#> 3071 NA NA NA 1
#> 3072 NA NA NA 1
#> 3073 NA NA NA 1
#> 3074 NA NA NA 1
#> 3075 NA NA NA 1
#> 3076 NA NA NA 1
#> 3077 NA NA NA 1
#> 3078 1 1 155.88585 1
#> 3079 NA NA NA 1
#> 3080 NA NA NA 1
#> 3081 NA NA NA 1
#> 3082 NA NA NA 1
#> 3083 NA NA NA 1
#> 3084 NA NA NA 1
#> 3085 NA NA NA 1
#> 3086 NA NA NA 1
#> 3087 NA NA NA 1
#> 3088 NA NA NA 1
#> 3089 NA NA NA 1
#> 3090 NA NA NA 1
#> 3091 1 1 133.20849 1
#> 3092 NA NA NA 1
#> 3093 NA NA NA 1
#> 3094 NA NA NA 1
#> 3095 NA NA NA 1
#> 3096 NA NA NA 1
#> 3097 NA NA NA 1
#> 3098 NA NA NA 1
#> 3099 NA NA NA 1
#> 3100 NA NA NA 1
#> 3101 NA NA NA 1
#> 3102 NA NA NA 1
#> 3103 NA NA NA 1
#> 3104 NA NA NA 1
#> 3105 NA NA NA 1
#> 3106 NA NA NA 1
#> 3107 NA NA NA 1
#> 3108 NA NA NA 1
#> 3109 NA NA NA 1
#> 3110 NA NA NA 1
#> 3111 NA NA NA 1
#> 3112 NA NA NA 1
#> 3113 NA NA NA 1
#> 3114 NA NA NA 1
#> 3115 NA NA NA 1
#> 3116 NA NA NA 1
#> 3117 NA NA NA 1
#> 3118 NA NA NA 1
#> 3119 1 1 49.01143 1
#> 3120 NA NA NA 1
#> 3121 NA NA NA 1
#> 3122 1 1 59.17292 1
#> 3123 NA NA NA 1
#> 3124 NA NA NA 1
#> 3125 NA NA NA 1
#> 3126 NA NA NA 1
#> 3127 NA NA NA 1
#> 3128 NA NA NA 1
#> 3129 NA NA NA 1
#> 3130 NA NA NA 1
#> 3131 NA NA NA 1
#> 3132 NA NA NA 1
#> 3133 NA NA NA 1
#> 3134 1 1 33.40338 1
#> 3135 NA NA NA 1
#> 3136 NA NA NA 1
#> 3137 NA NA NA 1
#> 3138 NA NA NA 1
#> 3139 1 1 128.25042 1
#> 3140 1 1 27.18541 1
#> 3141 NA NA NA 1
#> 3142 1 1 52.21358 1
#> 3143 NA NA NA 1
#> 3144 NA NA NA 1
#> 3145 1 1 68.85313 1
#> 3146 NA NA NA 1
#> 3147 NA NA NA 1
#> 3148 NA NA NA 1
#> 3149 NA NA NA 1
#> 3150 NA NA NA 1
#> 3151 NA NA NA 1
#> 3152 NA NA NA 1
#> 3153 NA NA NA 1
#> 3154 NA NA NA 1
#> 3155 1 1 39.78143 1
#> 3156 NA NA NA 1
#> 3157 NA NA NA 1
#> 3158 NA NA NA 1
#> 3159 NA NA NA 1
#> 3160 NA NA NA 1
#> 3161 NA NA NA 1
#> 3162 NA NA NA 1
#> 3163 NA NA NA 1
#> 3164 NA NA NA 1
#> 3165 NA NA NA 1
#> 3166 NA NA NA 1
#> 3167 NA NA NA 1
#> 3168 NA NA NA 1
#> 3169 1 1 49.61115 1
#> 3170 1 1 35.02426 1
#> 3171 NA NA NA 1
#> 3172 NA NA NA 1
#> 3173 NA NA NA 1
#> 3174 NA NA NA 1
#> 3175 NA NA NA 1
#> 3176 NA NA NA 1
#> 3177 NA NA NA 1
#> 3178 NA NA NA 1
#> 3179 NA NA NA 1
#> 3180 NA NA NA 1
#> 3181 NA NA NA 1
#> 3182 NA NA NA 1
#> 3183 NA NA NA 1
#> 3184 NA NA NA 1
#> 3185 NA NA NA 1
#> 3186 NA NA NA 1
#> 3187 NA NA NA 1
#> 3188 NA NA NA 1
#> 3189 NA NA NA 1
#> 3190 NA NA NA 1
#> 3191 NA NA NA 1
#> 3192 NA NA NA 1
#> 3193 NA NA NA 1
#> 3194 NA NA NA 1
#> 3195 NA NA NA 1
#> 3196 NA NA NA 1
#> 3197 NA NA NA 1
#> 3198 NA NA NA 1
#> 3199 NA NA NA 1
#> 3200 1 1 58.02239 1
#> 3201 NA NA NA 1
#> 3202 NA NA NA 1
#> 3203 NA NA NA 1
#> 3204 NA NA NA 1
#> 3205 NA NA NA 1
#> 3206 NA NA NA 1
#> 3207 NA NA NA 1
#> 3208 NA NA NA 1
#> 3209 NA NA NA 1
#> 3210 1 1 64.93963 1
#>
#> $raw$module
#> [1] "SA"
#>
#> $raw$esttype
#> [1] "TREE"
#>
#> $raw$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
#> BA_TPA_live_ADJ.domain BA_TPA_live_ADJ.var.domain DIR.domain DIR.se.domain
#> 1 9.7826714 723.306226 9.7826714 2.3320362
#> 2 21.1998224 1555.618494 21.1998224 4.2780129
#> 3 12.3716866 1092.841039 12.3716866 1.9412412
#> 4 0.2162973 2.342726 0.2162973 0.1829413
#> 5 3.6504241 354.424608 3.6504241 2.4719970
#> 6 16.1655581 1937.568304 16.1655581 3.8906622
#> 7 0.9329288 48.836201 0.9329288 0.7535667
#> 8 24.7643739 2540.368741 24.7643739 4.3869372
#> 9 3.2678773 450.887569 3.2678773 1.6051481
#> 10 1.7059116 116.180641 1.7059116 1.2126999
#> 11 25.5728427 2179.999030 25.5728427 3.1768834
#> 12 12.0148817 1528.965589 12.0148817 3.9498974
#> 13 4.3514091 214.769258 4.3514091 1.8318760
#> 14 20.7521960 2131.875060 20.7521960 5.0988701
#> 15 19.5690397 1773.654062 19.5690397 3.3504714
#> 16 3.0601347 588.999224 3.0601347 1.3181278
#> 17 63.0208794 3953.964266 63.0208794 5.6242079
#> 18 8.4911941 1236.160299 8.4911941 4.4296266
#> 19 6.3060110 732.955016 6.3060110 3.4108953
#> 20 6.7444541 480.023990 6.7444541 2.5643071
#> 21 2.6761534 113.152776 2.6761534 0.8628013
#> 22 13.4340796 1360.272686 13.4340796 2.3562965
#> 23 8.4122665 953.354026 8.4122665 2.6773262
#> BA_TPA_live_ADJ dem tcc tpi tnt2 n.i.sample
#> 1 9.7826714 2273.135 5.4661654 0.37781955 0.8872180 133
#> 2 21.1998224 1291.071 11.1294118 -0.41323529 0.8000000 85
#> 3 12.3716866 2131.617 6.4275862 -0.41250000 0.8172414 290
#> 4 0.2162973 1417.671 1.5714286 0.08035714 0.9714286 70
#> 5 3.6504241 1769.121 2.9137931 -2.27155172 0.8275862 58
#> 6 16.1655581 1747.523 10.3125000 0.11816406 0.8281250 128
#> 7 0.9329288 1822.058 0.8023256 0.70784884 0.9883721 86
#> 8 24.7643739 2224.500 12.3106061 -0.49337121 0.7954545 132
#> 9 3.2678773 1847.120 2.1257143 -0.33785714 0.9542857 175
#> 10 1.7059116 1387.165 1.5189873 -0.04113924 0.9746835 79
#> 11 25.5728427 2291.718 16.2222222 0.37615741 0.6157407 216
#> 12 12.0148817 1620.082 6.9591837 0.47704082 0.8877551 98
#> 13 4.3514091 1564.359 2.8125000 -0.35156250 0.9687500 64
#> 14 20.7521960 1548.305 14.7073171 0.87804878 0.6707317 82
#> 15 19.5690397 2467.886 10.7658228 0.21044304 0.7594937 158
#> 16 3.0601347 2092.401 0.7492625 -0.41519174 0.9941003 339
#> 17 63.0208794 2451.400 31.4800000 -0.05600000 0.3040000 125
#> 18 8.4911941 2195.778 4.2698413 -0.66666667 0.9523810 63
#> 19 6.3060110 1594.381 4.8571429 -0.06349206 0.9365079 63
#> 20 6.7444541 1357.658 4.5616438 0.10787671 0.8767123 73
#> 21 2.6761534 1368.000 2.2960526 -0.40542763 0.9868421 152
#> 22 13.4340796 2220.082 7.2612245 0.11530612 0.8326531 245
#> 23 8.4122665 1636.782 3.7368421 -0.85526316 0.8872180 133
#> mean.resid.lm mean.resid.lme Synth EBLUP GREG gamma.i
#> 1 -1.6317506 -1.74460107 13.8660391 13.6686330 12.2342885 0.17317335
#> 2 4.8232909 4.91480384 20.2203738 20.6986488 25.0436647 0.11805284
#> 3 -0.3015714 -0.38362696 12.5572897 12.5216211 12.2557182 0.31350790
#> 4 -1.1870344 -1.17204093 0.9935453 0.8625742 -0.1934892 0.09928845
#> 5 -2.0799590 -2.11679488 7.9784678 7.8517646 5.8985088 0.08369208
#> 6 -0.7366663 -0.73000978 15.3708354 15.2374274 14.6341691 0.16775521
#> 7 -0.9137245 -0.97434111 2.3189031 2.2615228 1.4051786 0.11927604
#> 8 2.6309568 2.56614858 23.6858723 24.1943906 26.3168291 0.17209537
#> 9 -0.8837669 -0.94029415 4.0977818 3.9527173 3.2140149 0.21604497
#> 10 0.5303551 0.55050924 0.3955022 0.4385369 0.9258573 0.11064169
#> 11 -3.8227358 -3.87836477 30.1477139 29.2167410 26.3249781 0.25381410
#> 12 1.0862171 1.09587338 12.6985210 12.8344770 13.7847381 0.13369412
#> 13 0.4303510 0.42718879 4.9805974 5.0218216 5.4109485 0.09155720
#> 14 -2.8954027 -2.83009740 23.5223515 23.1361279 20.6269487 0.11436277
#> 15 -1.4518623 -1.56876971 20.6790523 20.4803044 19.2271900 0.19923922
#> 16 0.1948316 0.08779577 3.0164090 3.1539097 3.2112406 0.34804337
#> 17 7.9779009 7.98075778 51.7998938 53.1207955 59.7777947 0.16447010
#> 18 -0.3990812 -0.50402035 10.4875319 10.5457824 10.0884508 0.09025574
#> 19 -1.0363462 -1.03349430 8.0485090 7.9508202 7.0121628 0.09025574
#> 20 0.5071327 0.54934632 5.6437628 5.6601143 6.1508955 0.10310493
#> 21 0.4718191 0.50013105 2.5382117 2.6058564 3.0100309 0.19313444
#> 22 -0.7954179 -0.88867173 14.6157346 14.4605200 13.8203167 0.27840385
#> 23 2.3187997 2.30852578 5.5953830 6.0107768 7.9141827 0.17317335
#> sample.var.mean GREG.var.mean c1 c2 c3 c3star
#> 1 5.43839268 1.3538474 0.9287719 0.3095559 0.3553007 0.166715028
#> 2 18.30139404 12.6878755 0.9906886 0.7800482 0.2755799 0.699587152
#> 3 3.76841738 1.8602657 0.7711345 0.1730763 0.4434101 0.018212842
#> 4 0.03346752 1.6295878 1.0117666 0.4673493 0.2417443 0.029352554
#> 5 6.11076910 7.3692003 1.0292859 0.2743549 0.2108887 0.070404534
#> 6 15.13725237 8.6602492 0.9348581 0.2716781 0.3487098 0.027752555
#> 7 0.56786281 0.4952361 0.9893146 0.2646433 0.2776635 0.027989783
#> 8 19.24521773 12.7877120 0.9299828 0.2847220 0.3540103 0.357152776
#> 9 2.57650039 1.8933396 0.8806143 0.2007754 0.3984855 0.067762513
#> 10 1.47064103 0.6411992 0.9990135 0.4909101 0.2626385 0.007839923
#> 11 10.09258810 5.9888599 0.8381884 0.2771364 0.4241269 1.441498833
#> 12 15.60168968 7.8995896 0.9731188 0.3002642 0.3011209 0.043040697
#> 13 3.35576966 1.9907978 1.0204511 0.3548092 0.2267638 0.003372961
#> 14 25.99847635 12.4744146 0.9948336 0.4866972 0.2692046 0.219520590
#> 15 11.22565862 6.7791330 0.8994922 0.3788805 0.3834127 0.167365166
#> 16 1.73746084 1.6595630 0.7323409 0.1818391 0.4439732 0.001060334
#> 17 31.63171413 20.4110583 0.9385482 0.6187060 0.3445855 3.213494782
#> 18 19.62159205 13.4259784 1.0219130 0.3555145 0.2241814 0.004575893
#> 19 11.63420661 9.2450953 1.0219130 0.3467305 0.2241814 0.019239594
#> 20 6.57567109 6.1022701 1.0074795 0.5406326 0.2489137 0.006894869
#> 21 0.74442616 0.7119838 0.9063497 0.4147354 0.3773533 0.016228593
#> 22 5.55213341 1.8196717 0.8105668 0.2124793 0.4350605 0.085155568
#> 23 7.16807538 3.5066127 0.9287719 0.2555728 0.3553007 0.291911992
#> EBLUP.var.1 EBLUP.var.2 sample.se GREG.se EBLUP.se.1 EBLUP.se.2
#> 1 1.5717578 1.760343 2.3320362 1.1635495 1.2536977 1.326779
#> 2 3.1699111 2.745904 4.2780129 3.5620044 1.7804244 1.657077
#> 3 0.9806365 1.405834 1.9412412 1.3639156 0.9902709 1.185679
#> 4 1.5378210 1.750213 0.1829413 1.2765531 1.2400891 1.322956
#> 5 1.4444499 1.584934 2.4719970 2.7146271 1.2018527 1.258942
#> 6 1.2620413 1.582999 3.8906622 2.9428301 1.1234061 1.258173
#> 7 1.3099375 1.559611 0.7535667 0.7037301 1.1445250 1.248844
#> 8 1.9290103 1.925868 4.3869372 3.5759911 1.3888882 1.387756
#> 9 1.2169148 1.547638 1.6051481 1.3759868 1.1031386 1.244041
#> 10 1.5056035 1.760402 1.2126999 0.8007492 1.2270304 1.326801
#> 11 3.9983224 2.980951 3.1768834 2.4472147 1.9995806 1.726543
#> 12 1.3594644 1.617545 3.9498974 2.8106209 1.1659607 1.271827
#> 13 1.3820062 1.605397 1.8318760 1.4109563 1.1755876 1.267043
#> 14 1.9205720 1.970256 5.0988701 3.5319137 1.3858471 1.403658
#> 15 1.6131030 1.829150 3.3504714 2.6036768 1.2700799 1.352461
#> 16 0.9163007 1.359214 1.3181278 1.2882403 0.9572360 1.165853
#> 17 7.9842438 5.115335 5.6242079 4.5178599 2.8256404 2.261711
#> 18 1.3865793 1.606185 4.4296266 3.6641477 1.1775310 1.267353
#> 19 1.4071227 1.612064 3.4108953 3.0405748 1.1862220 1.269671
#> 20 1.5619019 1.803921 2.5643071 2.4702773 1.2497607 1.343101
#> 21 1.3535423 1.714667 0.8628013 0.8437913 1.1634184 1.309453
#> 22 1.1933573 1.543262 2.3562965 1.3489521 1.0924089 1.242281
#> 23 1.7681687 1.831557 2.6773262 1.8725952 1.3297251 1.353350
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj
#> $raw$SAobjlst$SApopdat$area.sae.obj$est
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$eblup
#> [,1]
#> 1 11.8542490
#> 2 12.9054377
#> 3 2.3672764
#> 4 13.5469854
#> 5 5.4167392
#> 6 21.6030044
#> 7 12.0616588
#> 8 0.2634923
#> 9 5.4892502
#> 10 15.3074310
#> 11 1.3181925
#> 12 23.5735705
#> 13 2.7073514
#> 14 -0.1162044
#> 15 29.4433770
#> 16 4.7729598
#> 17 24.4006114
#> 18 18.0453270
#> 19 1.7379671
#> 20 53.1310548
#> 21 9.7713425
#> 22 8.7001385
#> 23 6.1473236
#>
#> $raw$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] 10
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$estcoef
#> beta std.error tvalue pvalue
#> X(Intercept) -7.100742e+00 20.26428679 -0.35040671 7.260335e-01
#> Xdem 2.723088e-03 0.00130591 2.08520340 3.705084e-02
#> Xtcc 1.782848e+00 0.44820502 3.97775138 6.957006e-05
#> Xtpi -4.030471e+02 428.47805935 -0.94064827 3.468851e-01
#> Xtnt2 1.553912e+00 19.42349996 0.08000165 9.362359e-01
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$refvar
#> [1] 0.231296
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$est$fit$goodness
#> loglike AIC BIC KIC
#> -48.55668 109.11337 115.92633 115.11337
#>
#>
#>
#> $raw$SAobjlst$SApopdat$area.sae.obj$mse
#> [1] 1.1512076 0.8607418 0.5103074 0.8521475 0.6343204 2.6448917 1.2695986
#> [8] 0.0452124 2.8148270 1.4085163 0.4658818 1.8738775 0.5833084 0.7804325
#> [15] 3.0942832 0.5251724 2.9733505 3.9893924 0.7968922 8.6112400 1.1305076
#> [22] 1.3868338 1.5134227
#>
#>
#>
#>
#> $raw$estvar
#> [1] "BA_TPA_live_ADJ"
#>
#> $raw$estvar.filter
#> [1] "STATUSCD == 1"
#>
#> $raw$areaunits
#> [1] "acres"
#>
#>
#> $multest
#> DOMAIN LARGEBND NBRPLT DIR DIR.se JU.Synth JU.GREG JU.GREG.se
#> 1 1 1 133 9.7826714 2.3320362 13.8660391 12.2342885 1.1635495
#> 2 11 1 85 21.1998224 4.2780129 20.2203738 25.0436647 3.5620044
#> 3 13 1 290 12.3716866 1.9412412 12.5572897 12.2557182 1.3639156
#> 4 15 1 70 0.2162973 0.1829413 0.9935453 -0.1934892 1.2765531
#> 5 17 1 58 3.6504241 2.4719970 7.9784678 5.8985088 2.7146271
#> 6 19 1 128 16.1655581 3.8906622 15.3708354 14.6341691 2.9428301
#> 7 21 1 86 0.9329288 0.7535667 2.3189031 1.4051786 0.7037301
#> 8 23 1 132 24.7643739 4.3869372 23.6858723 26.3168291 3.5759911
#> 9 25 1 175 3.2678773 1.6051481 4.0977818 3.2140149 1.3759868
#> 10 27 1 79 1.7059116 1.2126999 0.3955022 0.9258573 0.8007492
#> 11 29 1 216 25.5728427 3.1768834 30.1477139 26.3249781 2.4472147
#> 12 3 1 98 12.0148817 3.9498974 12.6985210 13.7847381 2.8106209
#> 13 31 1 64 4.3514091 1.8318760 4.9805974 5.4109485 1.4109563
#> 14 33 1 82 20.7521960 5.0988701 23.5223515 20.6269487 3.5319137
#> 15 35 1 158 19.5690397 3.3504714 20.6790523 19.2271900 2.6036768
#> 16 37 1 339 3.0601347 1.3181278 3.0164090 3.2112406 1.2882403
#> 17 39 1 125 63.0208794 5.6242079 51.7998938 59.7777947 4.5178599
#> 18 41 1 63 8.4911941 4.4296266 10.4875319 10.0884508 3.6641477
#> 19 43 1 63 6.3060110 3.4108953 8.0485090 7.0121628 3.0405748
#> 20 45 1 73 6.7444541 2.5643071 5.6437628 6.1508955 2.4702773
#> 21 5 1 152 2.6761534 0.8628013 2.5382117 3.0100309 0.8437913
#> 22 7 1 245 13.4340796 2.3562965 14.6157346 13.8203167 1.3489521
#> 23 9 1 133 8.4122665 2.6773262 5.5953830 7.9141827 1.8725952
#> JU.EBLUP JU.EBLUP.se.1 hbsaeU hbsaeU.se JFH JFH.se JA.synth JA.synth.se
#> 1 13.6686330 1.2536977 NA NA NA NA NA NA
#> 2 20.6986488 1.7804244 NA NA NA NA NA NA
#> 3 12.5216211 0.9902709 NA NA NA NA NA NA
#> 4 0.8625742 1.2400891 NA NA NA NA NA NA
#> 5 7.8517646 1.2018527 NA NA NA NA NA NA
#> 6 15.2374274 1.1234061 NA NA NA NA NA NA
#> 7 2.2615228 1.1445250 NA NA NA NA NA NA
#> 8 24.1943906 1.3888882 NA NA NA NA NA NA
#> 9 3.9527173 1.1031386 NA NA NA NA NA NA
#> 10 0.4385369 1.2270304 NA NA NA NA NA NA
#> 11 29.2167410 1.9995806 NA NA NA NA NA NA
#> 12 12.8344770 1.1659607 NA NA NA NA NA NA
#> 13 5.0218216 1.1755876 NA NA NA NA NA NA
#> 14 23.1361279 1.3858471 NA NA NA NA NA NA
#> 15 20.4803044 1.2700799 NA NA NA NA NA NA
#> 16 3.1539097 0.9572360 NA NA NA NA NA NA
#> 17 53.1207955 2.8256404 NA NA NA NA NA NA
#> 18 10.5457824 1.1775310 NA NA NA NA NA NA
#> 19 7.9508202 1.1862220 NA NA NA NA NA NA
#> 20 5.6601143 1.2497607 NA NA NA NA NA NA
#> 21 2.6058564 1.1634184 NA NA NA NA NA NA
#> 22 14.4605200 1.0924089 NA NA NA NA NA NA
#> 23 6.0107768 1.3297251 NA NA NA NA NA NA
#> saeA saeA.se hbsaeA hbsaeA.se NBRPLT.gt0 AOI AREAUSED
#> 1 11.8542490 1.0729434 NA NA 24 1 2757613
#> 2 21.6030044 1.6263123 NA NA 26 1 1837124
#> 3 12.0616588 1.1267647 NA NA 49 1 5930088
#> 4 0.2634923 0.2126321 NA NA 2 1 1428579
#> 5 5.4892502 1.6777446 NA NA 6 1 1283969
#> 6 15.3074310 1.1868093 NA NA 22 1 2671802
#> 7 1.3181925 0.6825553 NA NA 2 1 1720074
#> 8 23.5735705 1.3688964 NA NA 37 1 2616954
#> 9 2.7073514 0.7637463 NA NA 7 1 3440445
#> 10 -0.1162044 0.8834209 NA NA 2 1 1681849
#> 11 29.4433770 1.7590575 NA NA 89 1 4459826
#> 12 12.9054377 0.9277617 NA NA 11 1 2021729
#> 13 4.7729598 0.7246878 NA NA 6 1 1350969
#> 14 24.4006114 1.7243406 NA NA 19 1 1617318
#> 15 18.0453270 1.9973463 NA NA 42 1 3158807
#> 16 1.7379671 0.8926882 NA NA 7 1 6714319
#> 17 53.1310548 2.9344914 NA NA 87 1 2701941
#> 18 9.7713425 1.0632533 NA NA 6 1 1336034
#> 19 8.7001385 1.1776391 NA NA 4 1 1435352
#> 20 6.1473236 1.2302124 NA NA 8 1 1536038
#> 21 2.3672764 0.7143580 NA NA 14 1 3072988
#> 22 13.5469854 0.9231183 NA NA 35 1 5096959
#> 23 5.4167392 0.7964423 NA NA 15 1 2729653
#>
# }