R Under development (unstable) (2024-03-08 r86070 ucrt) -- "Unsuffered Consequences" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > ## from Takahiro Tsuchiya > library(survey) Loading required package: grid Loading required package: Matrix Loading required package: survival Attaching package: 'survey' The following object is masked from 'package:graphics': dotchart > kigyo<-read.table(tmp<-textConnection(" obs uriage srs.w pps.w + 1 1 15 100 20 + 2 2 143 100 200 + 3 3 21 100 11 + 4 4 51 100 25 + 5 5 337 100 550 + 6 6 50 100 30 + 7 7 274 100 250 + 8 8 145 100 100 + 9 9 15 100 10 + 10 10 86 100 55 + ",open="r"),header=TRUE) > close(tmp) > des.srs <- svydesign(ids=~1, weights=~srs.w, data=kigyo) > (res.srs <- svymean(~uriage, des.srs, deff=TRUE)) mean SE DEff uriage 113.700 35.626 1.0101 > (SE(res.srs)^2) / ((1-10/1000) * coef(svyvar(~uriage, des.srs)) / 10) uriage uriage 1.010101 > > (tres.srs <- svytotal(~uriage, des.srs, deff=TRUE)) total SE DEff uriage 113700 35626 1.0101 > (SE(tres.srs)^2) / (1000^2 * (1-10/1000) * coef(svyvar(~uriage, des.srs)) / 10) uriage uriage 1.010101 > > > des.pps <- svydesign(ids=~1, weights=~pps.w, data=kigyo) > (res.pps <- svymean(~uriage, des.pps, deff='replace')) mean SE DEff uriage 243.914 48.752 1.9741 > (SE(res.pps)^2) / (coef(svyvar(~uriage, des.pps)) / 10) uriage uriage 1.974067 > (tres.pps <- svytotal(~uriage, des.pps, deff='replace')) total SE DEff uriage 305136 184965 18.157 > (N.hat <- sum(weights(des.pps))) [1] 1251 > (SE(tres.pps)^2) / (N.hat^2 * coef(svyvar(~uriage, des.pps)) / 10) uriage uriage 18.15669 > > proc.time() user system elapsed 1.53 0.04 1.56