{ "_id": "6ad5c39d4a34890ab4938900", "Package": "BayesLN", "Title": "Bayesian Inference for Log-Normal Data", "Version": "0.2.12", "Authors@R": "c(person(\"Aldo\", \"Gardini\", email = \"aldo.gardini2@unibo.it\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-2164-5815\")), \nperson(\"Enrico\", \"Fabrizi\", role = c(\"aut\"), comment = c(ORCID = \"0000-0003-2504-7043\")),\nperson(\"Carlo\", \"Trivisano\", role = c(\"aut\"), comment = c(ORCID = \"0000-0002-5991-4902\")))", "Description": "Bayesian inference under log-normality assumption must be\nperformed very carefully. In fact, under the common priors for\nthe variance, useful quantities in the original data scale\n(like mean and quantiles) do not have posterior moments that\nare finite (Fabrizi et al. 2012 ). This\npackage allows to easily carry out a proper Bayesian\ninferential procedure by fixing a suitable distribution (the\ngeneralized inverse Gaussian) as prior for the variance.\nFunctions to estimate several kind of means (unconditional,\nconditional and conditional under a mixed model) and quantiles\n(unconditional and conditional) are provided.", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.2", "VignetteBuilder": "knitr", "Date": "2025-07-31", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-19 06:58:40 UTC", "User": "root" }, "Author": "Aldo Gardini [aut, cre] (ORCID:\n), Enrico Fabrizi [aut]\n(ORCID: ), Carlo\nTrivisano [aut] (ORCID:\n)", "Maintainer": "Aldo Gardini ", "Config/pak/sysreqs": "cmake make libgsl0-dev", "Repository": "https://agardini.r-universe.dev", "Date/Publication": "2025-07-31 12:40:02 UTC", "RemoteUrl": "https://github.com/cran/BayesLN", "RemoteRef": "HEAD", "RemoteSha": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "_user": "agardini", "_type": "src", "_file": "BayesLN_0.2.12.tar.gz", "_fileid": "https://r2.ropensci.org/4c9275802661e43c3e55aac1512a3ccd362ea7c1c5c9e284cebfd32f92b8a381", "_filesize": 388906, "_sha256": "4c9275802661e43c3e55aac1512a3ccd362ea7c1c5c9e284cebfd32f92b8a381", "_expires": "2027-01-27T07:15:40.000Z", "_created": "2026-10-19T06:58:40.000Z", "_published": "2026-10-19T07:15:41.596Z", "_buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 117930729357, "time": 129, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "12167873932" }, { "job": 117930729402, "time": 148, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12168616981" }, { "job": 117930729464, "time": 277, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12168746126" }, { "job": 117930729444, "time": 406, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12167799716" }, { "job": 117930729476, "time": 223, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "12168419380" }, { "job": 117930729388, "time": 555, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12167954771" }, { "job": 117930729509, "time": 217, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12169156874" }, { "job": 117930729452, "time": 619, "config": "macos-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12168986222" }, { "job": 117928734244, "time": 388, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12168048990" }, { "job": 117930729400, "time": 253, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12168706245" }, { "job": 117930729365, "time": 351, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "12168771928" }, { "job": 117930729451, "time": 169, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12168044534" }, { "job": 117930729427, "time": 145, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12168591358" }, { "job": 117930729405, "time": 351, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12169050047" }, { "job": 117930729453, "time": 353, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12168358660" } ], "_upstream": "https://github.com/cran/BayesLN", "_commit": { "id": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "author": "Aldo Gardini ", "committer": "cran-robot ", "message": "version 0.2.12\n", "time": 1753965602 }, "_maintainer": { "name": "Aldo Gardini", "email": "aldo.gardini2@unibo.it", "login": "agardini", "description": "", "uuid": 79454246, "orcid": "0000-0002-2164-5815" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppEigen", "role": "LinkingTo" }, { "package": "optimx", "role": "Imports" }, { "package": "GeneralizedHyperbolic", "role": "Imports" }, { "package": "gsl", "role": "Imports" }, { "package": "coda", "role": "Imports" }, { "package": "Rcpp", "version": ">= 0.12.17", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "lme4", "role": "Imports" }, { "package": "data.table", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "agardini", "count": 8, "uuid": 79454246 } ], "_userbio": { "uuid": 79454246, "type": "user", "name": "agardini", "followers": 2 }, "_downloads": { "count": 451, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/BayesLN" }, "_mentions": 1, "_searchresults": 19, "_topics": [ "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/BayesLN.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf" ], "_realowner": "agardini", "_cranurl": false, "_releases": [ { "version": "0.1.2", "date": "2020-02-20" }, { "version": "0.2.1", "date": "2020-10-28" }, { "version": "0.2.2", "date": "2021-03-31" }, { "version": "0.2.3", "date": "2022-04-11" }, { "version": "0.2.6", "date": "2022-05-02" }, { "version": "0.2.8", "date": "2022-10-26" }, { "version": "0.2.10", "date": "2023-12-04" }, { "version": "0.2.12", "date": "2025-08-01" } ], "_exports": [ "dlSMNG", "dSMNG", "GH_MGF", "LN_hier_existence", "LN_hierarchical", "LN_Mean", "LN_MeanReg", "LN_Quant", "LN_QuantReg", "meanSMNG", "plSMNG", "pSMNG", "qlSMNG", "qSMNG", "rlSMNG", "rSMNG", "SMNG_MGF", "SMNGmoment" ], "_datasets": [ { "name": "EPA09", "title": "Chrysene concentration data", "object": "EPA09", "class": [ "numeric" ], "fields": [], "table": false, "tojson": true }, { "name": "fatigue", "title": "Low cycle fatigue data", "object": "fatigue", "class": [ "data.frame" ], "fields": [ "stress", "cycle" ], "rows": 22, "table": true, "tojson": true }, { "name": "laminators", "title": "Laminators", "object": "laminators", "class": [ "data.frame" ], "fields": [ "Worker", "log_Y" ], "rows": 39, "table": true, "tojson": true }, { "name": "NCBC", "title": "Naval Construction Battalion Center data", "object": "NCBC", "class": [ "data.frame" ], "fields": [ "al", "mn" ], "rows": 17, "table": true, "tojson": true }, { "name": "ReadingTime", "title": "Reading Times data", "object": "ReadingTime", "class": [ "data.frame" ], "fields": [ "subj", "item", "so", "log_rt" ], "rows": 547, "table": true, "tojson": true } ], "_help": [ { "page": "EPA09", "title": "Chrysene concentration data", "topics": [ "EPA09" ] }, { "page": "fatigue", "title": "Low cycle fatigue data", "topics": [ "fatigue" ] }, { "page": "GH_MGF", "title": "GH Moment Generating Function", "topics": [ "GH_MGF" ] }, { "page": "laminators", "title": "Laminators", "topics": [ "laminators" ] }, { "page": "LN_hier_existence", "title": "Numerical evaluation of the log-normal conditioned means posterior moments", "topics": [ "LN_hier_existence" ] }, { "page": "LN_hierarchical", "title": "Bayesian estimation of a log - normal hierarchical model", "topics": [ "LN_hierarchical" ] }, { "page": "LN_Mean", "title": "Bayesian Estimate of the Log-normal Mean", "topics": [ "LN_Mean" ] }, { "page": "LN_MeanReg", "title": "Bayesian Estimate of the conditional Log-normal Mean", "topics": [ "LN_MeanReg" ] }, { "page": "LN_Quant", "title": "Bayesian estimate of the log-normal quantiles", "topics": [ "LN_Quant" ] }, { "page": "LN_QuantReg", "title": "Bayesian estimate of the log-normal conditioned quantiles", "topics": [ "LN_QuantReg" ] }, { "page": "NCBC", "title": "Naval Construction Battalion Center data", "topics": [ "NCBC" ] }, { "page": "ReadingTime", "title": "Reading Times data", "topics": [ "ReadingTime" ] }, { "page": "SMNGdistribution", "title": "SMNG and logSMNG Distributions", "topics": [ "dlSMNG", "dSMNG", "plSMNG", "pSMNG", "qlSMNG", "qSMNG", "rlSMNG", "rSMNG", "SMNGdistribution" ] }, { "page": "SMNGmoments", "title": "SMNG Moments and Moment Generating Function", "topics": [ "meanSMNG", "SMNGmoment", "SMNGmoments", "SMNG_MGF" ] } ], "_rundeps": [ "boot", "coda", "data.table", "DistributionUtils", "GeneralizedHyperbolic", "gsl", "lattice", "lme4", "MASS", "Matrix", "minqa", "nlme", "nloptr", "numDeriv", "optimx", "pracma", "rbibutils", "Rcpp", "RcppEigen", "Rdpack", "reformulas" ], "_sysdeps": [ { "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": "BayesLogNormal.Rmd", "filename": "BayesLogNormal.html", "title": "Bayesian Inference with Log-normal Data", "author": "Aldo Gardini, Carlo Trivisano and Enrico Fabrizi", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Some theoretical results", "Model with only fixed effects", "Conditional means estimation under linear mixed models", "Real data applications", "Unconditional estimation", "Log-normal regression", "Random coefficient model", "References" ], "created": "2020-02-20 13:10:02", "modified": "2021-03-31 09:00:10", "commits": 3 } ], "_score": 2.278753600952829, "_indexed": true, "_nocasepkg": "bayesln", "_universes": [ "agardini" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.12", "date": "2026-10-19T07:00:50.000Z", "distro": "resolute", "arch": "aarch64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/84c18e1169e8dda4f49b58c02760a66134b9457fb3e15e28cd12ace81841a8d6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.7.0", "os": "linux", "version": "0.2.12", "date": "2026-10-19T07:00:49.000Z", "distro": "resolute", "arch": "x86_64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/c3cae42052b867666f86504ca70b9099eaef749795f8a27bfecc2fc9e296c276", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.6.1", "os": "linux", "version": "0.2.12", "date": "2026-10-19T07:03:14.000Z", "distro": "resolute", "arch": "aarch64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/8fdebacad64750f1ef6c7488aac2fc7d6186b2d63a3253c543a61d7ed4f1f269", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.6.1", "os": "linux", "version": "0.2.12", "date": "2026-10-19T07:05:05.000Z", "distro": "resolute", "arch": "x86_64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/22dea5f58382b1aad5da2758cefeea651dfa6530f8a94800d70734c836b35cc5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.5.3", "os": "mac", "version": "0.2.12", "date": "2026-10-19T07:08:10.000Z", "arch": "aarch64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/2be58e74810b43f638f9edf4cbdf2110dd7d90d429db0d0a8a695bca89bb55b0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.5.3", "os": "mac", "version": "0.2.12", "date": "2026-10-19T07:08:29.000Z", "arch": "x86_64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/c4d2af1798be09c96983c457bd63156a1764bea6999684c2831f8b57498d1a80", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.6.1", "os": "mac", "version": "0.2.12", "date": "2026-10-19T07:13:51.000Z", "arch": "aarch64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/8a851b7ed18e6789154a71efd05231bd4a67f8940b708b41e6146205608aad6d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.6.1", "os": "mac", "version": "0.2.12", "date": "2026-10-19T07:08:53.000Z", "arch": "x86_64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/56c0576b97cde5e05772ce7879e203518049172cd7415457d2ff1659e3923553", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.12", "date": "2026-10-19T07:03:16.000Z", "arch": "emscripten", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/90cf47798ace0523150e45898b0a7ee62b8937050f1d0c0185f2c7151e4e5980", "status": "success", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.7.0", "os": "win", "version": "0.2.12", "date": "2026-10-19T07:03:34.000Z", "arch": "aarch64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/c20cefaca0111458865cdbfe9252478fc579502a8d44dd63dd881f57eb2d8e82", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.7.0", "os": "win", "version": "0.2.12", "date": "2026-10-19T07:00:10.000Z", "arch": "x86_64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/05443d3b06a5c93c8d7b924c8a68534a089a30b22bec97db3a0d9e26e95e29be", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.5.3", "os": "win", "version": "0.2.12", "date": "2026-10-19T07:00:13.000Z", "arch": "x86_64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/169cda47a48ea1e452e7b317fbe8675c4e946a83ad3edd476d17a6aca6a8943f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.6.1", "os": "win", "version": "0.2.12", "date": "2026-10-19T07:03:49.000Z", "arch": "aarch64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/fe7f6e16ad581a09f4ac6eefb513976c8cfdec31a1d87e3d87144b295626438c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" }, { "r": "4.6.1", "os": "win", "version": "0.2.12", "date": "2026-10-19T07:03:43.000Z", "arch": "x86_64", "commit": "19a0893361b7383a0d8a6ab39a9d2882da14f857", "fileid": "https://r2.ropensci.org/a50ffd57bbf8ba2336b2edc68e8a002e9f085fe7f6428fefdcd1cf54aa30932d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/agardini/actions/runs/39212435916" } ] }