{ "_id": "6a1d63a21d7bb097a0a4ba78", "Package": "samplingVarEst", "Version": "1.5", "Date": "2023-01-13", "Title": "Sampling Variance Estimation", "Author": "Emilio Lopez Escobar [aut, cre, cph] ,\nErnesto Barrios Zamudio [ctb] , Juan\nFrancisco Munoz Rosas [ctb] ", "Maintainer": "Emilio Lopez Escobar ", "Description": "Functions to calculate some point estimators and estimate\ntheir variance under unequal probability sampling without\nreplacement. Single and two-stage sampling designs are\nconsidered. Some approximations for the second-order inclusion\nprobabilities (joint inclusion probabilities) are available\n(sample and population based). A variety of Jackknife variance\nestimators are implemented. Almost every function is written in\nC (compiled) code for faster results. The functions incorporate\nsome performance improvements for faster results with large\ndatasets.", "Classification/MSC": "62D05, 62F40, 62G09, 62H12", "Classification/JEL": "C13, C15, C42, C83", "Classification/ACM": "G.3", "License": "GPL (>= 2)", "URL": "https://www.quantos.mx/, https://www.itam.mx/", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-01 10:41:35 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2023-01-14 08:30:06 UTC", "RemoteUrl": "https://github.com/cran/samplingVarEst", "RemoteRef": "HEAD", "RemoteSha": "eae5f763013d5666461a474150a429a6effef347", "MD5sum": "f427ce1e83ad7af5f3cfaabf7d73d9bc", "_user": "cran", "_type": "src", "_file": "samplingVarEst_1.5.tar.gz", "_fileid": "b53754664ab3643279a3cacd64cc47a5fa6aca870788308d9fae8cd9385e8a72", "_filesize": 819090, "_sha256": "b53754664ab3643279a3cacd64cc47a5fa6aca870788308d9fae8cd9385e8a72", "_created": "2026-06-01T10:41:35.000Z", "_published": 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"time": 1673685006 }, "_maintainer": { "name": "Emilio Lopez Escobar", "email": "emilio@quantos.mx" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1.0", "role": "Depends" } ], "_owner": "cran", "_selfowned": false, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "emiliolopezescobar", "count": 6, "uuid": 30839864 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 255, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/samplingVarEst" }, "_searchresults": 62, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/samplingVarEst.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.9", "date": "2012-10-30" }, { "version": "0.9-1", "date": "2012-11-06" }, { "version": "0.9-2", "date": "2013-04-22" }, { "version": "0.9-3", "date": "2013-05-13" }, { "version": "0.9-5", "date": "2013-07-25" }, { "version": "0.9-6", "date": "2013-09-03" }, { "version": "0.9-7", "date": "2013-12-14" }, { "version": "0.9-8", "date": "2013-12-31" }, { "version": "0.9-9", "date": "2014-05-13" }, { "version": "1.0-1", "date": "2016-01-03" }, { "version": "1.0-2", "date": "2016-06-12" }, { "version": "1.1", "date": "2017-07-11" }, { "version": "1.2", "date": "2018-09-22" }, { "version": "1.3", "date": "2018-10-02" }, { "version": "1.4", "date": "2019-07-26" }, { "version": "1.5", "date": "2023-01-14" } ], "_exports": [ "Est.Corr.Hajek", "Est.Corr.NHT", "Est.EmpDistFunc.Hajek", "Est.EmpDistFunc.NHT", "Est.Mean.Hajek", "Est.Mean.NHT", "Est.Ratio", "Est.RegCo.Hajek", "Est.RegCoI.Hajek", "Est.Total.Hajek", "Est.Total.NHT", "Pk.PropNorm.U", "Pkl.Hajek.s", "Pkl.Hajek.U", "VE.EB.HT.Mean.Hajek", "VE.EB.HT.Ratio", "VE.EB.HT.Total.Hajek", "VE.EB.SYG.Mean.Hajek", "VE.EB.SYG.Ratio", "VE.EB.SYG.Total.Hajek", "VE.Hajek.Mean.NHT", "VE.Hajek.Total.NHT", "VE.HT.Mean.NHT", "VE.HT.Total.NHT", "VE.Jk.B.Corr.Hajek", "VE.Jk.B.Mean.Hajek", "VE.Jk.B.Ratio", "VE.Jk.B.RegCo.Hajek", "VE.Jk.B.RegCoI.Hajek", "VE.Jk.B.Total.Hajek", "VE.Jk.CBS.HT.Corr.Hajek", "VE.Jk.CBS.HT.Mean.Hajek", "VE.Jk.CBS.HT.Ratio", "VE.Jk.CBS.HT.RegCo.Hajek", "VE.Jk.CBS.HT.RegCoI.Hajek", "VE.Jk.CBS.HT.Total.Hajek", "VE.Jk.CBS.SYG.Corr.Hajek", "VE.Jk.CBS.SYG.Mean.Hajek", "VE.Jk.CBS.SYG.Ratio", "VE.Jk.CBS.SYG.RegCo.Hajek", "VE.Jk.CBS.SYG.RegCoI.Hajek", "VE.Jk.CBS.SYG.Total.Hajek", "VE.Jk.EB.SW2.Corr.Hajek", "VE.Jk.EB.SW2.Mean.Hajek", "VE.Jk.EB.SW2.Ratio", "VE.Jk.EB.SW2.RegCo.Hajek", "VE.Jk.EB.SW2.RegCoI.Hajek", "VE.Jk.EB.SW2.Total.Hajek", "VE.Jk.Tukey.Corr.Hajek", "VE.Jk.Tukey.Corr.NHT", "VE.Jk.Tukey.Mean.Hajek", "VE.Jk.Tukey.Ratio", "VE.Jk.Tukey.RegCo.Hajek", "VE.Jk.Tukey.RegCoI.Hajek", "VE.Jk.Tukey.Total.Hajek", "VE.Lin.HT.Ratio", "VE.Lin.SYG.Ratio", "VE.SYG.Mean.NHT", "VE.SYG.Total.NHT" 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"Est.Corr.Hajek" ] }, { "page": "Est_Corr_NHT", "title": "Estimator of a correlation coefficient using the Narain-Horvitz-Thompson point estimator", "topics": [ "Est.Corr.NHT" ] }, { "page": "Est_EmpDistFunc_Hajek", "title": "The Hajek estimator for the empirical cumulative distribution function", "topics": [ "Est.EmpDistFunc.Hajek" ] }, { "page": "Est_EmpDistFunc_NHT", "title": "The Narain-Horvitz-Thompson estimator for the empirical cumulative distribution function", "topics": [ "Est.EmpDistFunc.NHT" ] }, { "page": "Est_Mean_Hajek", "title": "The Hajek estimator for a mean", "topics": [ "Est.Mean.Hajek" ] }, { "page": "Est_Mean_NHT", "title": "The Narain-Horvitz-Thompson estimator for a mean", "topics": [ "Est.Mean.NHT" ] }, { "page": "Est_Ratio", "title": "Estimator of a ratio", "topics": [ "Est.Ratio" ] }, { "page": "Est_RegCo_Hajek", "title": "Estimator of the regression coefficient using the Hajek point estimator", "topics": [ "Est.RegCo.Hajek" ] }, { "page": "Est_RegCoI_Hajek", "title": "Estimator of the intercept regression coefficient using the Hajek point estimator", "topics": [ "Est.RegCoI.Hajek" ] }, { "page": "Est_Total_Hajek", "title": "The Hajek estimator for a total", "topics": [ "Est.Total.Hajek" ] }, { "page": "Est_Total_NHT", "title": "The Narain-Horvitz-Thompson estimator for a total", "topics": [ "Est.Total.NHT" ] }, { "page": "oaxaca", "title": "Municipalities of the state of Oaxaca in Mexico", "topics": [ "oaxaca" ] }, { "page": "Pk_PropNorm_U", "title": "Inclusion probabilities proportional to a specified variable.", "topics": [ "Pk.PropNorm.U" ] }, { "page": "Pkl_Hajek_s", "title": "The Hajek approximation for the 2nd order (joint) inclusion probabilities (sample based)", "topics": [ "Pkl.Hajek.s" ] }, { "page": "Pkl_Hajek_U", "title": "The Hajek approximation for the 2nd order (joint) inclusion probabilities (population based)", "topics": [ "Pkl.Hajek.U" ] }, { "page": "VE_EB_HT_Mean_Hajek", "title": "The Escobar-Berger unequal probability 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"title": "The Escobar-Berger unequal probability replicate variance estimator for the Hajek (1971) estimator of a total (Sen-Yates-Grundy form)", "topics": [ "VE.EB.SYG.Total.Hajek" ] }, { "page": "VE_Hajek_Mean_NHT", "title": "The Hajek variance estimator for the Narain-Horvitz-Thompson point estimator for a mean", "topics": [ "VE.Hajek.Mean.NHT" ] }, { "page": "VE_Hajek_Total_NHT", "title": "The Hajek variance estimator for the Narain-Horvitz-Thompson point estimator for a total", "topics": [ "VE.Hajek.Total.NHT" ] }, { "page": "VE_HT_Mean_NHT", "title": "The Horvitz-Thompson variance estimator for the Narain-Horvitz-Thompson point estimator for a mean", "topics": [ "VE.HT.Mean.NHT" ] }, { "page": "VE_HT_Total_NHT", "title": "The Horvitz-Thompson variance estimator for the Narain-Horvitz-Thompson point estimator for a total", "topics": [ "VE.HT.Total.NHT" ] }, { "page": "VE_Jk_B_Corr_Hajek", "title": "The Berger (2007) unequal probability jackknife variance estimator for the estimator of a correlation coefficient using the Hajek point estimator", "topics": [ "VE.Jk.B.Corr.Hajek" ] }, { "page": "VE_Jk_B_Mean_Hajek", "title": "The Berger (2007) unequal probability jackknife variance estimator for the Hajek estimator of a mean", "topics": [ "VE.Jk.B.Mean.Hajek" ] }, { "page": "VE_Jk_B_Ratio", "title": "The Berger (2007) unequal probability jackknife variance estimator for the estimator of a ratio", "topics": [ "VE.Jk.B.Ratio" ] }, { "page": "VE_Jk_B_RegCo_Hajek", "title": "The Berger (2007) unequal probability jackknife variance estimator for the estimator of the regression coefficient using the Hajek point estimator", "topics": [ "VE.Jk.B.RegCo.Hajek" ] }, { "page": "VE_Jk_B_RegCoI_Hajek", "title": "The Berger (2007) unequal probability jackknife variance estimator for the estimator of the intercept regression coefficient using the Hajek point estimator", "topics": [ "VE.Jk.B.RegCoI.Hajek" ] }, { "page": "VE_Jk_B_Total_Hajek", "title": "The Berger (2007) unequal probability jackknife variance estimator for the Hajek estimator of a total", "topics": [ "VE.Jk.B.Total.Hajek" ] }, { "page": "VE_Jk_CBS_HT_Corr_Hajek", "title": "The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of a correlation coefficient using the Hajek point estimator (Horvitz-Thompson form)", "topics": [ "VE.Jk.CBS.HT.Corr.Hajek" ] }, { "page": "VE_Jk_CBS_HT_Mean_Hajek", "title": "The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the Hajek (1971) estimator of a mean (Horvitz-Thompson form)", "topics": [ "VE.Jk.CBS.HT.Mean.Hajek" ] }, { "page": "VE_Jk_CBS_HT_Ratio", "title": "The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of a ratio (Horvitz-Thompson form)", "topics": [ "VE.Jk.CBS.HT.Ratio" ] }, { "page": "VE_Jk_CBS_HT_RegCo_Hajek", "title": "The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of the regression coefficient using the Hajek point estimator (Horvitz-Thompson form)", "topics": [ "VE.Jk.CBS.HT.RegCo.Hajek" ] }, { "page": "VE_Jk_CBS_HT_RegCoI_Hajek", "title": "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)", "topics": [ "VE.Jk.CBS.HT.RegCoI.Hajek" ] }, { "page": "VE_Jk_CBS_HT_Total_Hajek", "title": "The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the Hajek (1971) estimator of a total (Horvitz-Thompson form)", "topics": [ "VE.Jk.CBS.HT.Total.Hajek" ] }, { "page": "VE_Jk_CBS_SYG_Corr_Hajek", "title": "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)", "topics": [ "VE.Jk.CBS.SYG.Corr.Hajek" ] }, { "page": "VE_Jk_CBS_SYG_Mean_Hajek", "title": "The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the Hajek (1971) estimator of a mean (Sen-Yates-Grundy form)", "topics": [ "VE.Jk.CBS.SYG.Mean.Hajek" ] }, { "page": "VE_Jk_CBS_SYG_Ratio", "title": "The Campbell-Berger-Skinner unequal probability jackknife variance estimator for the estimator of a ratio (Sen-Yates-Grundy form)", "topics": [ "VE.Jk.CBS.SYG.Ratio" ] }, { "page": "VE_Jk_CBS_SYG_RegCo_Hajek", "title": "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)", "topics": [ "VE.Jk.CBS.SYG.RegCo.Hajek" ] }, { "page": "VE_Jk_CBS_SYG_RegCoI_Hajek", "title": "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)", "topics": [ "VE.Jk.CBS.SYG.RegCoI.Hajek" ] }, { "page": "VE_Jk_CBS_SYG_Total_Hajek", "title": "The 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