{ "_id": "6a3b596f5cdecea1d681ab10", "Package": "TruncatedNormal", "Type": "Package", "Title": "Truncated Multivariate Normal and Student Distributions", "Version": "2.3.0001", "Authors@R": "c(person(given=\"Zdravko\", family=\"Botev\", role = \"aut\", email = \"botev@unsw.edu.au\", comment = c(ORCID = \"0000-0001-9054-3452\")), person(given=\"Leo\", family=\"Belzile\", role = c(\"aut\", \"cre\"), email = \"belzilel@gmail.com\", comment = c(ORCID = \"0000-0002-9135-014X\")))", "Description": "A collection of functions to deal with the truncated\nunivariate and multivariate normal and Student distributions,\ndescribed in Botev (2017) and Botev\nand L'Ecuyer (2015) .", "License": "GPL-3", "BugReports": "https://github.com/lbelzile/TruncatedNormal/issues", "VignetteBuilder": "knitr", "Encoding": "UTF-8", "Config/roxygen2/version": "8.0.0", "Repository": "https://lbelzile.r-universe.dev", "Date/Publication": "2026-06-18 12:48:31 UTC", "RemoteUrl": "https://github.com/lbelzile/truncatednormal", "RemoteRef": "HEAD", "RemoteSha": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-24 04:05:50 UTC", "User": "root" }, "Author": "Zdravko Botev [aut] (ORCID: ),\nLeo Belzile [aut, cre] (ORCID: )", "Maintainer": "Leo Belzile ", "MD5sum": "0d741cbed709d9a84c41917d4f55645a", "_user": "lbelzile", "_type": "src", "_file": "TruncatedNormal_2.3.0001.tar.gz", "_fileid": "84a70e1c8ff4e56838bb4c3ff1dd172e0ed5b471366bcf2f0a0e748358a72166", "_filesize": 736308, "_sha256": "84a70e1c8ff4e56838bb4c3ff1dd172e0ed5b471366bcf2f0a0e748358a72166", "_created": "2026-06-24T04:05:50.000Z", "_published": "2026-06-24T04:13:35.797Z", "_distro": "resolute", "_jobs": [ { "job": 83115562918, "time": 148, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7839881098" }, { "job": 83115562955, "time": 156, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7839882324" }, { "job": 83115562945, "time": 147, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7839880703" }, { "job": 83115562959, "time": 161, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7839883335" }, { "job": 83115562964, "time": 126, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7839875864" }, { "job": 83115562962, "time": 179, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "7839887048" }, { "job": 83115562978, "time": 136, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7839878019" }, { "job": 83115562967, "time": 413, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7839934105" }, { "job": 83115065478, "time": 275, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7839850693" }, { "job": 83115562886, "time": 145, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7839879743" }, { "job": 83115562910, "time": 150, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7839880736" }, { "job": 83115562927, "time": 127, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7839876090" }, { "job": 83115562929, "time": 126, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7839875483" } ], "_buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/lbelzile/truncatednormal", "_commit": { "id": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "author": "Léo Belzile ", "committer": "Léo Belzile ", "message": "Fix #17\n", "time": 1781786911 }, "_maintainer": { "name": "Leo Belzile", "email": "belzilel@gmail.com", "login": "lbelzile", "orcid": "0000-0002-9135-014X", "description": "Associate professor of statistics in the Department of Decision Sciences at HEC Montréal.", "uuid": 20725206 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "nleqslv", "role": "Imports" }, { "package": "qrng", "role": "Imports" }, { "package": "spacefillr", "role": "Imports" }, { "package": "alabama", "role": "Imports" }, { "package": "Rcpp", "version": ">= 0.12.16", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "mvtnorm", "role": "Suggests" }, { "package": "carData", "role": "Suggests" }, { "package": "tinytest", "role": "Suggests" } ], "_owner": "lbelzile", "_selfowned": true, "_usedby": 21, "_updates": [ { "week": "2025-36", "n": 1 }, { "week": "2026-25", "n": 1 } ], "_tags": [], "_topics": [ "gaussian", "student-distributions", "truncated", "openblas", "cpp", "openmp" ], "_stars": 10, "_contributors": [ { "user": "lbelzile", "count": 82, "uuid": 20725206 }, { "user": "anthonyvankus", "count": 1, "uuid": 26214703 } ], "_userbio": { "uuid": 20725206, "type": "user", "name": "Léo Belzile", "followers": 62, "description": "Associate professor of statistics in the Department of Decision Sciences at HEC Montréal." }, "_downloads": { "count": 6555, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/TruncatedNormal" }, "_devurl": "https://github.com/lbelzile/truncatednormal", "_searchresults": 192, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/TruncatedNormal.html", "manual.pdf" ], "_homeurl": "https://github.com/lbelzile/truncatednormal", "_realowner": "lbelzile", "_cranurl": true, "_releases": [ { "version": "1.0", "date": "2015-11-10" }, { "version": "2.0", "date": "2019-06-10" }, { "version": "2.1", "date": "2019-08-31" }, { "version": "2.1.2", "date": "2020-05-02" }, { "version": "2.2", "date": "2020-05-17" }, { "version": "2.2.2", "date": "2021-09-08" }, { "version": "2.3", "date": "2024-07-08" } ], "_exports": [ ".cholpermGB", ".cholpermGGE", ".dmvnorm_arma", ".dmvt_arma", "cholperm", "dtmvnorm", "dtmvt", "lnNpr", "mvNcdf", "mvNqmc", "mvrandn", "mvrandt", "mvTcdf", "mvTqmc", "norminvp", "Phinv", "pmvnorm", "pmvt", "ptmvnorm", "ptmvt", "qtnorm", "rtmvnorm", "rtmvt", "rtnorm", "trandn", "tregress" ], "_datasets": [ { "name": "lupus", "title": "Latent membranous Lupus Nephritis dataset", "object": "lupus", "file": "lupus.rda", "class": [ "matrix", "array" ], "fields": [ "response", "const", "x1", "x2" ], "rows": 55, "table": true, "tojson": true }, { "name": "mroz", "title": "Women wage dataset from Mroz (1987)", "object": "mroz", "file": "mroz.rda", "class": [ "data.frame" ], "fields": [ "whrs", "kidslt6", "kidsge6", "age", "educ", "hearn", "exp" ], "rows": 753, "table": true, "tojson": true } ], "_help": [ { "page": "TruncatedNormal-package", "title": "Truncated Normal Distribution Toolbox", "topics": [ "TruncatedNormal-package", "TruncatedNormal" ] }, { "page": "cholperm", "title": "Cholesky decomposition for Gaussian distribution function with permutation", "topics": [ "cholperm" ] }, { "page": "lupus", "title": "Latent membranous Lupus Nephritis dataset", "topics": [ "lupus" ] }, { "page": "mroz", "title": "Women wage dataset from Mroz (1987)", "topics": [ "mroz" ] }, { "page": "pmvnorm", "title": "Distribution function of the multivariate normal distribution for arbitrary limits", "topics": [ "pmvnorm" ] }, { "page": "pmvt", "title": "Distribution function of the multivariate Student distribution for arbitrary limits", "topics": [ "pmvt" ] }, { "page": "tmvnorm", "title": "Multivariate truncated normal distribution", "topics": [ "tmvnorm" ] }, { "page": "tmvt", "title": "Multivariate truncated Student distribution", "topics": [ "tmvt" ] }, { "page": "tnorm", "title": "Truncated univariate normal distribution", "topics": [ "tnorm" ] }, { "page": "tregress", "title": "Truncated student generator for Bayesian regression simulation", "topics": [ "tregress" ] } ], "_readme": "https://github.com/lbelzile/truncatednormal/raw/HEAD/README.md", "_rundeps": [ "alabama", "nleqslv", "numDeriv", "qrng", "Rcpp", "RcppArmadillo", "spacefillr" ], "_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" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_vignettes": [ { "source": "TruncatedNormal_vignette.Rmd", "filename": "TruncatedNormal_vignette.html", "title": "TruncatedNormal package", "engine": "knitr::rmarkdown", "headings": [ "Example 1: Simulation of Gaussian variables subject to linear restrictions", "Example 2: Estimating the probability of rare events", "Example 3: High-dimensional truncated Student with positive correlation", "Example 4: Normal quantile function with tail-precision", "Example 5: Probit regression", "Example 6: Tobit regression" ], "created": "2019-06-06 18:52:11", "modified": "2025-09-01 12:50:14", "commits": 7 } ], "_score": 8.899214474183236, "_indexed": true, "_nocasepkg": "truncatednormal", "_universes": [ "lbelzile" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "2.3.0001", "date": "2026-06-24T04:08:26.000Z", "distro": "resolute", "arch": "aarch64", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "1aa7f95d6621082756f091e4b3ae7d675b6d310d572155db01f3e0c3eaa31c99", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" }, { "r": "4.7.0", "os": "linux", "version": "2.3.0001", "date": "2026-06-24T04:08:23.000Z", "distro": "resolute", "arch": "x86_64", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "a32041174be6c1f3d4e4c720d434bfd2d9ea8ddb912fa8125dd0d3f617ccb222", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" }, { "r": "4.6.0", "os": "linux", "version": "2.3.0001", "date": "2026-06-24T04:08:23.000Z", "distro": "resolute", "arch": "aarch64", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "e3c02cd5a0dd7e82df37c00a63e9ada5c261ae3a504428e2d88d2cfa19d43f6e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" }, { "r": "4.6.0", "os": "linux", "version": "2.3.0001", "date": "2026-06-24T04:08:25.000Z", "distro": "resolute", "arch": "x86_64", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "02c0b1550a99e5d9ef3999b3b7d3cdd073150ac163576898aa7dd91591e86400", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" }, { "r": "4.5.3", "os": "mac", "version": "2.3.0001", "date": "2026-06-24T04:07:54.000Z", "arch": "aarch64", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "642ec4caff18e4e437a2ea473e1cefed34db6d0132602c98d5e402666d81eacf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" }, { "r": "4.5.3", "os": "mac", "version": "2.3.0001", "date": "2026-06-24T04:08:21.000Z", "arch": "x86_64", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "8fde273cfca1d11f599a821c98aa74eeaa93c9ed231cbed43df457c3a26b4b17", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" }, { "r": "4.6.0", "os": "mac", "version": "2.3.0001", "date": "2026-06-24T04:08:02.000Z", "arch": "aarch64", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "be826eeccff9792e5abfb28fc8deeb97406b83214abadb4b69fa10157060dfdd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" }, { "r": "4.6.0", "os": "mac", "version": "2.3.0001", "date": "2026-06-24T04:10:37.000Z", "arch": "x86_64", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "02c637fcffce6f999baa2c225de9e78fb76b9c1147cf9063a8ba6b7af871570e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" }, { "r": "4.6.0", "os": "wasm", "version": "2.3.0001", "date": "2026-06-24T04:08:41.000Z", "arch": "emscripten", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "6ebbb5bfaf3d4d493f3c6d1e47cf24bd64f06c30b8eeb23032b32d19fd80d4b9", "status": "success", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" }, { "r": "4.7.0", "os": "win", "version": "2.3.0001", "date": "2026-06-24T04:07:32.000Z", "arch": "x86_64", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "241343f4b1a5fdb999aeb1440c558873464cc4ba30b0ec23e8cd2c3c2e7f4eb0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" }, { "r": "4.5.3", "os": "win", "version": "2.3.0001", "date": "2026-06-24T04:07:19.000Z", "arch": "x86_64", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "a6ffb0075759be9378e7cd0414106688dcfb1569b86e7f4a480a585041ff2da5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" }, { "r": "4.6.0", "os": "win", "version": "2.3.0001", "date": "2026-06-24T04:07:14.000Z", "arch": "x86_64", "commit": "d949b3d20f7c3c7c2deeba68918baee49b23addf", "fileid": "b73b061d57cea6c1a902513f7e707b8df29c5f982d2ea7704e9e1ceebc58c13a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lbelzile/actions/runs/28074231087" } ] }