{ "_id": "6ae31d9195ca2370cc8cd9ec", "Package": "GUD", "Title": "Bayesian Modal Regression Based on the GUD Family", "Version": "1.0.2", "Authors@R": "c(\nperson(\"Qingyang\", \"Liu\", email = \"qingyang@email.sc.edu\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0003-3265-6330\")),\nperson(\"Xianzheng\", \"Huang\", email = \"huang@stat.sc.edu\", role = \"aut\", comment = c(ORCID = \"0000-0001-7077-0869\")),\nperson(\"Ray\", \"Bai\", email = \"rbai@mailbox.sc.edu\", role = \"aut\", comment = c(ORCID = \"0000-0002-7190-7844\")))", "Description": "Provides probability density functions and sampling\nalgorithms for three key distributions from the General\nUnimodal Distribution (GUD) family: the Flexible Gumbel (FG)\ndistribution, the Double Two-Piece (DTP) Student-t\ndistribution, and the Two-Piece Scale (TPSC) Student-t\ndistribution. Additionally, this package includes a function\nfor Bayesian linear modal regression, leveraging these three\ndistributions for model fitting. The details of the Bayesian\nmodal regression model based on the GUD family can be found at\nLiu, Huang, and Bai (2024) .", "URL": "https://github.com/rh8liuqy/Bayesian_modal_regression", "License": "GPL (>= 3)", "Encoding": "UTF-8", "RoxygenNote": "7.3.1", "Biarch": "true", "RdMacros": "Rdpack", "SystemRequirements": "GNU make", "LazyData": "true", "VignetteBuilder": "knitr", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-29 10:08:32 UTC", "User": "root" }, "Author": "Qingyang Liu [aut, cre]\n(), Xianzheng Huang\n[aut] (), Ray Bai [aut]\n()", "Maintainer": "Qingyang Liu ", "Config/pak/sysreqs": "make", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2024-07-02 02:43:12 UTC", "RemoteUrl": "https://github.com/cran/GUD", "RemoteRef": "HEAD", "RemoteSha": "b44113ea1a8e45916e8a7f77d042132ebb0b6b77", "_user": "cran", "_type": "src", "_file": "GUD_1.0.2.tar.gz", "_fileid": "https://r2.ropensci.org/421b76017b1876b094b1651550c91f31ff92a1324e82172104fd048ba2bae0f0", "_filesize": 974360, "_sha256": "421b76017b1876b094b1651550c91f31ff92a1324e82172104fd048ba2bae0f0", "_expires": "2027-02-06T10:18:55.000Z", "_created": "2026-10-29T10:08:32.000Z", "_published": "2026-10-29T10:18:57.024Z", "_upstream": "https://github.com/cran/GUD", "_status": "success", "_maintainer": { "name": "Qingyang Liu", "email": "qingyang@email.sc.edu", "login": "rh8liuqy", "description": "", "uuid": 39319788, "orcid": "0000-0003-3265-6330" }, "_jobs": [ { "job": 123385557967, "time": 285, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "12889675696" }, { "job": 123385557881, "time": 334, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12888982591" }, { "job": 123385557869, "time": 270, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12888499065" }, { "job": 123385557969, "time": 329, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12888754599" }, { "job": 123381428070, "time": 546, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12889655183" }, { "job": 123385557814, "time": 228, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12888054927" }, { "job": 123385558071, "time": 385, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "12889806103" }, { "job": 123385558044, "time": 428, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12890000742" }, { "job": 123385557945, "time": 386, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12889466560" }, { "job": 123385557923, "time": 424, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12890085565" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/40854290078", "_commit": { "id": "b44113ea1a8e45916e8a7f77d042132ebb0b6b77", "author": "Qingyang Liu ", "committer": "cran-robot ", "message": "version 1.0.2\n", "time": 1719888192 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.4.0", "role": "Depends" }, { "package": "BH", "version": ">= 1.66.0", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.12", "role": "LinkingTo" }, { "package": "RcppEigen", "version": ">= 0.3.3.3.0", "role": "LinkingTo" }, { "package": "RcppParallel", "version": ">= 5.0.1", "role": "LinkingTo" }, { "package": "rstan", "version": ">= 2.32.6", "role": "LinkingTo" }, { "package": "StanHeaders", "version": ">= 2.32.0", "role": "LinkingTo" }, { "package": "methods", "role": "Imports" }, { "package": "Rcpp", "version": ">= 1.0.12", "role": "Imports" }, { "package": "RcppParallel", "version": ">= 5.0.1", "role": "Imports" }, { "package": "rstan", "version": ">= 2.32.6", "role": "Imports" }, { "package": "rstantools", "version": ">= 2.4.0", "role": "Imports" }, { "package": "posterior", "version": ">= 1.5.0", "role": "Imports" }, { "package": "Rdpack", "version": ">= 2.6", "role": "Imports" }, { "package": "MASS", "role": "Suggests" }, { "package": "lattice", "role": "Suggests" }, { "package": "bayesplot", "version": ">= 1.11.1", "role": "Suggests" }, { "package": "loo", "version": ">= 2.7.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "rh8liuqy", "count": 3, "uuid": 39319788 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 634, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 239, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/GUD" }, "_devurl": "https://github.com/rh8liuqy/bayesian_modal_regression", "_searchresults": 0, "_topics": [ "onetbb", "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/GUD.html", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md" ], "_homeurl": "https://github.com/rh8liuqy/bayesian_modal_regression", "_realowner": "rh8liuqy", "_cranurl": false, "_releases": [ { "version": "0.0.5", "date": "2024-05-27" }, { "version": "1.0.0", "date": "2024-06-29" }, { "version": "1.0.2", "date": "2024-07-01" } ], "_exports": [ "dDTP", "dFG", "dTPSC", "modal_regression", "rDTP", "rFG", "rTPSC" ], "_datasets": [ { "name": "crime", "title": "U.S. Statewide Crime data from the year 2003", "object": "crime", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "State", "violent crime rate", "murder rate", "poverty", "high school", "college", "single parent", "unemployed", "metropolitan" ], "rows": 51, "table": true, "tojson": true } ], "_help": [ { "page": "crime", "title": "U.S. Statewide Crime data from the year 2003", "topics": [ "crime" ] }, { "page": "dDTP", "title": "The DTP-Student-t Distribution", "topics": [ "dDTP", "rDTP" ] }, { "page": "dFG", "title": "The Flexible Gumbel Distribution", "topics": [ "dFG", "rFG" ] }, { "page": "dTPSC", "title": "The TPSC-Student-t Distribution", "topics": [ "dTPSC", "rTPSC" ] }, { "page": "GUD", "title": "The 'GUD' package.", "topics": [ "GUD-package", "GUD" ] }, { "page": "modal_regression", "title": "Bayesian Modal Regression", "topics": [ "modal_regression" ] } ], "_readme": "https://github.com/cran/GUD/raw/HEAD/README.md", "_rundeps": [ "abind", "backports", "BH", "callr", "checkmate", "cli", "cpp11", "desc", "distributional", "farver", "generics", "ggplot2", "glue", "gridExtra", "gtable", "inline", "isoband", "labeling", "lifecycle", "loo", "magrittr", "matrixStats", "numDeriv", "otel", "pillar", "pkgbuild", "pkgconfig", "posterior", "processx", "ps", "QuickJSR", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppEigen", "RcppParallel", "Rdpack", "rlang", "rstan", "rstantools", "S7", "scales", "StanHeaders", "tensorA", "tibble", "utf8", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "shlib": "libtbb", "package": "libtbb12", "headers": "libtbb-dev", "source": "onetbb", "version": "2022.3.0-2", "name": "onetbb", "homepage": "https://uxlfoundation.github.io/oneTBB/", "description": "parallelism library for C++ - runtime files" }, { "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": "Bayesian-Modal-Regression-Analysis-of-2003-United-States-Crime-Data.Rmd", "filename": "Bayesian-Modal-Regression-Analysis-of-2003-United-States-Crime-Data.html", "title": "Bayesian Modal Regression Analysis of 2003 United States Crime Data", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Bayesian Modal Regression Analysis of 2003 United States Crime Data", "Summary of Bayesian Analysis" ], "created": "2024-06-30 02:46:21", "modified": "2024-07-02 02:43:12", "commits": 2 } ], "_score": 2.6989700043360187, "_indexed": false, "_nocasepkg": "gud", "_universes": [ "cran" ], "_indexurl": "https://rh8liuqy.r-universe.dev/GUD", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.2", "date": "2026-10-29T10:13:17.000Z", "distro": "resolute", "arch": "aarch64", "commit": "b44113ea1a8e45916e8a7f77d042132ebb0b6b77", "fileid": "https://r2.ropensci.org/e6a0fd138aefa53907ee10369310c11e690a6038bf5c9eccb9c288bd549e032f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40854290078" }, { "r": "4.7.0", "os": "linux", "version": "1.0.2", "date": "2026-10-29T10:13:33.000Z", "distro": "resolute", "arch": "x86_64", "commit": "b44113ea1a8e45916e8a7f77d042132ebb0b6b77", "fileid": "https://r2.ropensci.org/0d0728a9d9ad4464f2c69211d2b68ed17db7eb25a088b5586e54ac0fba2410e4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40854290078" }, { "r": "4.6.1", "os": "linux", "version": "1.0.2", "date": "2026-10-29T10:13:10.000Z", "distro": "resolute", "arch": "aarch64", "commit": "b44113ea1a8e45916e8a7f77d042132ebb0b6b77", "fileid": "https://r2.ropensci.org/d8de45b822557739a11f01107153ab2dc640b0b62e0cbd98d69c3ba8885473fe", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40854290078" }, { "r": "4.6.1", "os": "linux", "version": "1.0.2", "date": "2026-10-29T10:13:35.000Z", "distro": "resolute", "arch": "x86_64", "commit": "b44113ea1a8e45916e8a7f77d042132ebb0b6b77", "fileid": "https://r2.ropensci.org/5b61b7d17ae6b96b5ad551c7123595966157d7e84533c62f6166cdf266d5c218", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40854290078" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.2", "date": "2026-10-29T10:13:46.000Z", "arch": "emscripten", "commit": "b44113ea1a8e45916e8a7f77d042132ebb0b6b77", "fileid": "https://r2.ropensci.org/1251d290943bb711ecfa7bae75fb66bf40775615216ce58f8d596031977bd840", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/40854290078" }, { "r": "4.7.0", "os": "win", "version": "1.0.2", "date": "2026-10-29T10:14:45.000Z", "arch": "aarch64", "commit": "b44113ea1a8e45916e8a7f77d042132ebb0b6b77", "fileid": "https://r2.ropensci.org/a1ff6a23f0d94067c0e06a7396dbc6b374868b04002330756dd36497c94a4735", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40854290078" }, { "r": "4.7.0", "os": "win", "version": "1.0.2", "date": "2026-10-29T10:12:52.000Z", "arch": "x86_64", "commit": "b44113ea1a8e45916e8a7f77d042132ebb0b6b77", "fileid": "https://r2.ropensci.org/66cd985d63c21a9ef73a3afa52acb6c552ff9ccdec4000aafb0e6a66980a4dfc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40854290078" }, { "r": "4.6.1", "os": "win", "version": "1.0.2", "date": "2026-10-29T10:14:44.000Z", "arch": "aarch64", "commit": "b44113ea1a8e45916e8a7f77d042132ebb0b6b77", "fileid": "https://r2.ropensci.org/66350d49b921877d08705c3a7fd0d7e0bc4c89dbb99ad6c6407c507b2305837c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40854290078" }, { "r": "4.6.1", "os": "win", "version": "1.0.2", "date": "2026-10-29T10:13:01.000Z", "arch": "x86_64", "commit": "b44113ea1a8e45916e8a7f77d042132ebb0b6b77", "fileid": "https://r2.ropensci.org/8777af6dff02cb6870b3ce801f2f98c0d507748bb5f719cebe11b67ff2c487e9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40854290078" } ] }