{ "_id": "6ac8aa71de46216d5edd5549", "Package": "StratifiedSampling", "Type": "Package", "Title": "Different Methods for Stratified Sampling", "Version": "0.4.2", "Authors@R": "c(\nperson(\"Raphael\", \"Jauslin\", email = \"raphael.jauslin@bfs.admin.ch\",role = c(\"aut\", \"cre\"),comment = c(ORCID = \"0000-0003-1088-3356\")),\nperson(\"Esther\", \"Eustache\", email = \"esther.eustache@unine.ch\",role = c(\"aut\")),\nperson(\"Bardia\", \"Panahbehagh\", email = \"bardia.panahbehagh@unine.ch\",role = c(\"aut\"),comment = c(ORCID = \"0000-0001-9122-7777\")),\nperson(\"Yves\", \"Tillé\",role = c(\"aut\"),comment = c(ORCID = \"0000-0003-0904-5523\"))\n)", "Description": "Integrating a stratified structure in the population in a\nsampling design can considerably reduce the variance of the\nHorvitz-Thompson estimator. We propose in this package\ndifferent methods to handle the selection of a balanced sample\nin stratified population. For more details see Raphaël Jauslin,\nEsther Eustache and Yves Tillé (2021)\n. The package propose also a\nmethod based on optimal transport and balanced sampling, see\nRaphaël Jauslin and Yves Tillé\n.", "URL": "https://github.com/RJauslin/StratifiedSampling", "BugReports": "https://github.com/RJauslin/StratifiedSampling/issues", "License": "GPL (>=2)", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "libglpk-dev", "Repository": "https://rjauslin.r-universe.dev", "Date/Publication": "2025-01-31 12:36:42 UTC", "RemoteUrl": "https://github.com/rjauslin/stratifiedsampling", "RemoteRef": "HEAD", "RemoteSha": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-09 08:40:44 UTC", "User": "root" }, "Author": "Raphael Jauslin [aut, cre] (ORCID:\n),\nEsther Eustache [aut],\nBardia Panahbehagh [aut] (ORCID:\n),\nYves Tillé [aut] (ORCID: )", "Maintainer": "Raphael Jauslin ", "_user": "rjauslin", "_type": "src", "_file": "StratifiedSampling_0.4.2.tar.gz", "_fileid": "https://r2.ropensci.org/af1a9e29df7c8d38d671281c4796a7f471841fe9beba5b39b7c5aad6163b0bd8", "_filesize": 313231, "_sha256": "af1a9e29df7c8d38d671281c4796a7f471841fe9beba5b39b7c5aad6163b0bd8", "_expires": "2027-01-17T08:48:47.000Z", "_created": "2026-10-09T08:40:44.000Z", "_published": "2026-10-09T08:48:49.435Z", "_buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 113741343271, "time": 218, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "11604399389" }, { "job": 113741342931, "time": 200, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "11604218609" }, { "job": 113741343179, "time": 181, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11604633623" }, { "job": 113741343001, "time": 183, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11605012507" }, { "job": 113741342978, "time": 107, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11604148932" }, { "job": 113741343024, "time": 375, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11604743795" }, { "job": 113741343059, "time": 156, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11604198789" }, { "job": 113741342964, "time": 390, "config": "macos-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11605013189" }, { "job": 113739392000, "time": 341, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11603759925" }, { "job": 113741342985, "time": 138, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11604727987" }, { "job": 113741343094, "time": 294, "config": "windows-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "11605320431" }, { "job": 113741343154, "time": 227, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "11604543902" }, { "job": 113741343104, "time": 167, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11605140505" }, { "job": 113741343098, "time": 263, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11604514170" }, { "job": 113741343092, "time": 153, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11604299096" } ], "_upstream": "https://github.com/rjauslin/stratifiedsampling", "_commit": { "id": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "author": "Rjauslin ", "committer": "Rjauslin ", "message": ".Rbuildignore\n", "time": 1738327002 }, "_maintainer": { "name": "Raphael Jauslin", "email": "raphael.jauslin@bfs.admin.ch", "login": "rjauslinbfs", "description": "", "uuid": 228726845, "orcid": "0000-0003-1088-3356" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "Matrix", "role": "Depends" }, { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "Rcpp", "role": "Imports" }, { "package": "transport", "role": "Imports" }, { "package": "proxy", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "sampling", "role": "Imports" }, { "package": "Rglpk", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "BalancedSampling", "role": "Suggests" }, { "package": "stats", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "StatMatch", "role": "Suggests" }, { "package": "laeken", "role": "Suggests" }, { "package": "prettydoc", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "viridis", "role": "Suggests" }, { "package": "geojsonio", "role": "Suggests" }, { "package": "sf", "role": "Suggests" }, { "package": "rmapshaper", "role": "Suggests" } ], "_owner": "rjauslin", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "rjauslin", "count": 21, "uuid": 44702502 } ], "_userbio": { "uuid": 44702502, "type": "user", "name": "Raphaël Jauslin", "followers": 3 }, "_downloads": { "count": 337, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/StratifiedSampling" }, "_devurl": "https://github.com/rjauslin/stratifiedsampling", "_searchresults": 10, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/StratifiedSampling.html" ], "_homeurl": "https://github.com/rjauslin/stratifiedsampling", "_realowner": "rjauslin", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2021-01-26" }, { "version": "0.2.0", "date": "2021-05-20" }, { "version": "0.3.0", "date": "2021-09-24" }, { "version": "0.4.0", "date": "2022-10-21" }, { "version": "0.4.1", "date": "2022-10-26" }, { "version": "0.4.2", "date": "2025-01-31" } ], "_exports": [ "balseq", "balstrat", "bsmatch", "c_bound", "c_bound2", "calibRaking", "cps", "disj", "disjMatrix", "distUnitk", "fbs", "ffphase", "findB", "gencalibRaking", "harmonize", "inclprob", "landingRM", "maxentpi2", "ncat", "osod", "otmatch", "pikfromq", "piktfrompik", "qfromw", "sfromq", "stratifiedcube", "sys_deville", "sys_devillepi2", "vApp", "varApp", "varEst", "vDBS", "vEst" ], "_help": [ { "page": "balseq", "title": "Sequential balanced sampling", "topics": [ "balseq" ] }, { "page": "balstrat", "title": "Balanced Stratification", "topics": [ "balstrat" ] }, { "page": "bsmatch", "title": "Statistical matching using optimal transport and balanced sampling", "topics": [ "bsmatch" ] }, { "page": "c_bound", "title": "C bound", "topics": [ "c_bound" ] }, { "page": "c_bound2", "title": "C bound", "topics": [ "c_bound2" ] }, { "page": "calibRaking", "title": "Calibration using raking ratio", "topics": [ "calibRaking" ] }, { "page": "cps", "title": "Conditional Poisson sampling design", "topics": [ "cps" ] }, { "page": "disj", "title": "Disjunctive", "topics": [ "disj" ] }, { "page": "disjMatrix", "title": "Disjunctive for matrix", "topics": [ "disjMatrix" ] }, { "page": "distUnitk", "title": "Squared Euclidean distances of the unit k.", "topics": [ "distUnitk" ] }, { "page": "fbs", "title": "Fast Balanced Sampling", "topics": [ "fbs" ] }, { "page": "ffphase", "title": "Fast flight phase of the cube method", "topics": [ "ffphase" ] }, { "page": "findB", "title": "Find best sub-matrix B in stratifiedcube", "topics": [ "findB" ] }, { "page": "gencalibRaking", "title": "Generalized calibration using raking ratio", "topics": [ "gencalibRaking" ] }, { "page": "harmonize", "title": "Harmonization by calibration", "topics": [ "harmonize" ] }, { "page": "inclprob", "title": "Inclusion Probabilities", "topics": [ "inclprob" ] }, { "page": "landingRM", "title": "Landing by suppression of variables", "topics": [ "landingRM" ] }, { "page": "maxentpi2", "title": "Joint inclusion probabilities of maximum entropy.", "topics": [ "maxentpi2" ] }, { "page": "ncat", "title": "Number of categories", "topics": [ "ncat" ] }, { "page": "osod", "title": "One-step One Decision sampling method", "topics": [ "osod" ] }, { "page": "otmatch", "title": "Statistical Matching using Optimal transport", "topics": [ "otmatch" ] }, { "page": "pikfromq", "title": "pik from q", "topics": [ "pikfromq" ] }, { "page": "piktfrompik", "title": "pikt from pik", "topics": [ "piktfrompik" ] }, { "page": "qfromw", "title": "q from w", "topics": [ "qfromw" ] }, { "page": "sfromq", "title": "s from q", "topics": [ "sfromq" ] }, { "page": "stratifiedcube", "title": "Stratified Sampling", "topics": [ "stratifiedcube" ] }, { "page": "sys_deville", "title": "Deville's systematic", "topics": [ "sys_deville" ] }, { "page": "sys_devillepi2", "title": "Second order inclusion probabilities of Deville's systematic", "topics": [ "sys_devillepi2" ] }, { "page": "vApp", "title": "Approximated variance for balanced sample", "topics": [ "vApp" ] }, { "page": "varApp", "title": "Approximated variance for balanced sampling", "topics": [ "varApp" ] }, { "page": "varEst", "title": "Estimator of the approximated variance for balanced sampling", "topics": [ "varEst" ] }, { "page": "vDBS", "title": "Variance Estimation for Doubly Balanced Sample.", "topics": [ "vDBS" ] }, { "page": "vEst", "title": "Variance Estimation for balanced sample", "topics": [ "vEst" ] } ], "_readme": "https://github.com/rjauslin/stratifiedsampling/raw/HEAD/README.md", "_rundeps": [ "data.table", "lattice", "lpSolve", "MASS", "Matrix", "proxy", "Rcpp", "RcppArmadillo", "RcppEigen", "Rglpk", "sampling", "slam", "transport" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_vignettes": [ { "source": "ot_matching.Rmd", "filename": "ot_matching.html", "title": "Statistical Matching using Optimal Transport", "author": "Raphaël Jauslin", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Contingency table", "Sampling schemes", "Harmonization", "Optimal transport matching", "Balanced sampling", "Prediction" ], "created": "2021-05-17 09:16:08", "modified": "2025-01-31 10:57:23", "commits": 6 } ], "_score": 3.6989700043360187, "_indexed": true, "_nocasepkg": "stratifiedsampling", "_universes": [ "rjauslin", "rjauslinbfs" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4.2", "date": "2026-10-09T08:44:24.000Z", "distro": "resolute", "arch": "aarch64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/909c04296c28a489074cb0cc4532581f708050a1c7027d8129468eca74388bc6", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.7.0", "os": "linux", "version": "0.4.2", "date": "2026-10-09T08:44:19.000Z", "distro": "resolute", "arch": "x86_64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/eb2e8158f6aef8e832296aa06c11b060c0a663a1cd5b91a3c4bc84d32f15afa8", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.6.1", "os": "linux", "version": "0.4.2", "date": "2026-10-09T08:43:55.000Z", "distro": "resolute", "arch": "aarch64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/10bdee7c28c157c8130cf3d0e5ee9a9b07a56f380a13c8c81ddc83df0cda6b7f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.6.1", "os": "linux", "version": "0.4.2", "date": "2026-10-09T08:43:57.000Z", "distro": "resolute", "arch": "x86_64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/fc7cf1aa9d8ac204578da4e00069b6ccda00b687117a1914de3516da3a9b2342", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.5.3", "os": "mac", "version": "0.4.2", "date": "2026-10-09T08:43:30.000Z", "arch": "aarch64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/ec3547ac591de6cb56047c60a6b0d8b5824396e09d719aa914a2615cf0280c98", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.5.3", "os": "mac", "version": "0.4.2", "date": "2026-10-09T08:45:56.000Z", "arch": "x86_64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/b7e65ae7736a4fb12ac55ee160649ffe4e2ac56433157a7267eb5913b0fe86ea", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.6.1", "os": "mac", "version": "0.4.2", "date": "2026-10-09T08:44:22.000Z", "arch": "aarch64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/8fee830e2d123fff6d4acfe190c6ae0ab1df60df8785c61539862346218cc1e4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.6.1", "os": "mac", "version": "0.4.2", "date": "2026-10-09T08:44:50.000Z", "arch": "x86_64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/a782a386666fc442dd8f05ac79ee316bb971213c9517e89ab8173182384c48ab", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.6.0", "os": "wasm", "version": "0.4.2", "date": "2026-10-09T08:43:45.000Z", "arch": "emscripten", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/e19c6dc90f3b290e52701f06096ae706b752b48ef37972735fd249ffd88766dc", "status": "success", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.7.0", "os": "win", "version": "0.4.2", "date": "2026-10-09T08:45:08.000Z", "arch": "aarch64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/91d3e190b6cf6e27156a3f8d26f38cf24b28245b6a69cc5762f3785051d9cd83", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.7.0", "os": "win", "version": "0.4.2", "date": "2026-10-09T08:42:51.000Z", "arch": "x86_64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/9887383ea805cc18ada520ce485fa5dc04981b4fd6e6e7857315ed637040c702", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.5.3", "os": "win", "version": "0.4.2", "date": "2026-10-09T08:43:30.000Z", "arch": "x86_64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/376d708687a0c1d6c2c24395b399bbceaeb30c0fa3994669987e7ff4dc4e7fbe", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.6.1", "os": "win", "version": "0.4.2", "date": "2026-10-09T08:44:39.000Z", "arch": "aarch64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/c6a4f81e855d2429485a6f1c69e7ee2fe69164d078ad24ce8d43bfe1b0239e9f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" }, { "r": "4.6.1", "os": "win", "version": "0.4.2", "date": "2026-10-09T08:43:07.000Z", "arch": "x86_64", "commit": "605ff9bb49bee59e4386d5947e6a9a6c2b5bc6ca", "fileid": "https://r2.ropensci.org/03c164c0178af06042b1b4a48b2ac44384398197c1fd9c3048a7d9d430fc2098", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rjauslin/actions/runs/37905930349" } ] }