Sampling Variance Estimation


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Documentation for package ‘samplingVarEst’ version 1.5

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samplingVarEst-package Sampling Variance Estimation package
Est.Corr.Hajek Estimator of a correlation coefficient using the Hajek point estimator
Est.Corr.NHT Estimator of a correlation coefficient using the Narain-Horvitz-Thompson point estimator
Est.EmpDistFunc.Hajek The Hajek estimator for the empirical cumulative distribution function
Est.EmpDistFunc.NHT The Narain-Horvitz-Thompson estimator for the empirical cumulative distribution function
Est.Mean.Hajek The Hajek estimator for a mean
Est.Mean.NHT The Narain-Horvitz-Thompson estimator for a mean
Est.Ratio Estimator of a ratio
Est.RegCo.Hajek Estimator of the regression coefficient using the Hajek point estimator
Est.RegCoI.Hajek Estimator of the intercept regression coefficient using the Hajek point estimator
Est.Total.Hajek The Hajek estimator for a total
Est.Total.NHT The Narain-Horvitz-Thompson estimator for a total
oaxaca Municipalities of the state of Oaxaca in Mexico
Pk.PropNorm.U Inclusion probabilities proportional to a specified variable.
Pkl.Hajek.s The Hajek approximation for the 2nd order (joint) inclusion probabilities (sample based)
Pkl.Hajek.U The Hajek approximation for the 2nd order (joint) inclusion probabilities (population based)
samplingVarEst Sampling Variance Estimation package
VE.EB.HT.Mean.Hajek The Escobar-Berger unequal probability replicate variance estimator for the Hajek (1971) estimator of a mean (Horvitz-Thompson form)
VE.EB.HT.Ratio The Escobar-Berger unequal probability replicate variance estimator for the estimator of a ratio (Horvitz-Thompson form)
VE.EB.HT.Total.Hajek The Escobar-Berger unequal probability replicate variance estimator for the Hajek (1971) estimator of a total (Horvitz-Thompson form)
VE.EB.SYG.Mean.Hajek The Escobar-Berger unequal probability replicate variance estimator for the Hajek (1971) estimator of a mean (Sen-Yates-Grundy form)
VE.EB.SYG.Ratio The Escobar-Berger unequal probability replicate variance estimator for the estimator of a ratio (Sen-Yates-Grundy form)
VE.EB.SYG.Total.Hajek The Escobar-Berger unequal probability replicate variance estimator for the Hajek (1971) estimator of a total (Sen-Yates-Grundy form)
VE.Hajek.Mean.NHT The Hajek variance estimator for the Narain-Horvitz-Thompson point estimator for a mean
VE.Hajek.Total.NHT The Hajek variance estimator for the Narain-Horvitz-Thompson point estimator for a total
VE.HT.Mean.NHT The Horvitz-Thompson variance estimator for the Narain-Horvitz-Thompson point estimator for a mean
VE.HT.Total.NHT The Horvitz-Thompson variance estimator for the Narain-Horvitz-Thompson point estimator for a total
VE.Jk.B.Corr.Hajek The Berger (2007) unequal probability jackknife variance estimator for the estimator of a correlation coefficient using the Hajek point estimator
VE.Jk.B.Mean.Hajek The Berger (2007) unequal probability jackknife variance estimator for the Hajek estimator of a mean
VE.Jk.B.Ratio The Berger (2007) unequal probability jackknife variance estimator for the estimator of a ratio
VE.Jk.B.RegCo.Hajek The Berger (2007) unequal probability jackknife variance estimator for the estimator of the regression coefficient using the Hajek point estimator
VE.Jk.B.RegCoI.Hajek The Berger (2007) unequal probability jackknife variance estimator for the estimator of the intercept regression coefficient using the Hajek point estimator
VE.Jk.B.Total.Hajek The Berger (2007) unequal probability jackknife variance estimator for the Hajek estimator of a total
VE.Jk.CBS.HT.Corr.Hajek The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of a correlation coefficient using the Hajek point estimator (Horvitz-Thompson form)
VE.Jk.CBS.HT.Mean.Hajek The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the Hajek (1971) estimator of a mean (Horvitz-Thompson form)
VE.Jk.CBS.HT.Ratio The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of a ratio (Horvitz-Thompson form)
VE.Jk.CBS.HT.RegCo.Hajek The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of the regression coefficient using the Hajek point estimator (Horvitz-Thompson form)
VE.Jk.CBS.HT.RegCoI.Hajek The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of the intercept regression coefficient using the Hajek point estimator (Horvitz-Thompson form)
VE.Jk.CBS.HT.Total.Hajek The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the Hajek (1971) estimator of a total (Horvitz-Thompson form)
VE.Jk.CBS.SYG.Corr.Hajek The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of a correlation coefficient using the Hajek point estimator (Sen-Yates-Grundy form)
VE.Jk.CBS.SYG.Mean.Hajek The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the Hajek (1971) estimator of a mean (Sen-Yates-Grundy form)
VE.Jk.CBS.SYG.Ratio The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of a ratio (Sen-Yates-Grundy form)
VE.Jk.CBS.SYG.RegCo.Hajek The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of the regression coefficient using the Hajek point estimator (Sen-Yates-Grundy form)
VE.Jk.CBS.SYG.RegCoI.Hajek The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of the intercept regression coefficient using the Hajek point estimator (Sen-Yates-Grundy form)
VE.Jk.CBS.SYG.Total.Hajek The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the Hajek (1971) estimator of a total (Sen-Yates-Grundy form)
VE.Jk.EB.SW2.Corr.Hajek The self-weighted two-stage sampling Escobar-Berger (2013) jackknife variance estimator for the estimator of a correlation coefficient using the Hajek point estimator
VE.Jk.EB.SW2.Mean.Hajek The self-weighted two-stage sampling Escobar-Berger (2013) jackknife variance estimator for the Hajek (1971) estimator of a mean
VE.Jk.EB.SW2.Ratio The self-weighted two-stage sampling Escobar-Berger (2013) jackknife variance estimator for the estimator of a ratio
VE.Jk.EB.SW2.RegCo.Hajek The self-weighted two-stage sampling Escobar-Berger (2013) jackknife variance estimator for the estimator of the regression coefficient using the Hajek point estimator
VE.Jk.EB.SW2.RegCoI.Hajek The self-weighted two-stage sampling Escobar-Berger (2013) jackknife variance estimator for the estimator of the intercept regression coefficient using the Hajek point estimator
VE.Jk.EB.SW2.Total.Hajek The self-weighted two-stage sampling Escobar-Berger (2013) jackknife variance estimator for the Hajek (1971) estimator of a total
VE.Jk.Tukey.Corr.Hajek The Tukey (1958) jackknife variance estimator for the estimator of a correlation coefficient using the Hajek point estimator
VE.Jk.Tukey.Corr.NHT The Tukey (1958) jackknife variance estimator for the estimator of a correlation coefficient using the Narain-Horvitz-Thompson point estimator
VE.Jk.Tukey.Mean.Hajek The Tukey (1958) jackknife variance estimator for the Hajek estimator of a mean
VE.Jk.Tukey.Ratio The Tukey (1958) jackknife variance estimator for the estimator of a ratio
VE.Jk.Tukey.RegCo.Hajek The Tukey (1958) jackknife variance estimator for the estimator of the regression coefficient using the Hajek point estimator
VE.Jk.Tukey.RegCoI.Hajek The Tukey (1958) jackknife variance estimator for the estimator of the intercept regression coefficient using the Hajek point estimator
VE.Jk.Tukey.Total.Hajek The Tukey (1958) jackknife variance estimator for the Hajek estimator of a total
VE.Lin.HT.Ratio The unequal probability linearisation variance estimator for the estimator of a ratio (Horvitz-Thompson form)
VE.Lin.SYG.Ratio The unequal probability linearisation variance estimator for the estimator of a ratio (Sen-Yates-Grundy form)
VE.SYG.Mean.NHT The Sen-Yates-Grundy variance estimator for the Narain-Horvitz-Thompson point estimator for a mean
VE.SYG.Total.NHT The Sen-Yates-Grundy variance estimator for the Narain-Horvitz-Thompson point estimator for a total