{ "_id": "6ae327c295ca2370cc8cdd1e", "Package": "StanMoMo", "Title": "Bayesian Mortality Modelling with 'Stan'", "Version": "1.2.0", "Authors@R": "c(person(given = \"Karim\", family = \"Barigou\", role = c(\"aut\", \"cre\"), email = \"karim290492@gmail.com\",comment = c(ORCID = \"0000-0003-3389-9596\")),\nperson(given = \"Pierre-Olivier\", family = \"Goffard\",role=\"aut\",comment = c(ORCID = \"0000-0002-2667-6207\")))", "Description": "Implementation of popular mortality models using the\n'rstan' package, which provides the R interface to the 'Stan'\nC++ library for Bayesian estimation. The package supports\nwell-known models proposed in the actuarial and demographic\nliterature including the Lee-Carter (1992)\n and the Cairns-Blake-Dowd\n(2006) models. By a\nsimple call, the user inputs deaths and exposures and the\npackage outputs the MCMC simulations for each parameter, the\nlog likelihoods and predictions. Moreover, the package includes\ntools for model selection and Bayesian model averaging by leave\nfuture-out validation.", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.2.3", "Biarch": "true", "SystemRequirements": "GNU make", "VignetteBuilder": "knitr", "URL": "https://github.com/kabarigou/StanMoMo", "BugReports": "https://github.com/kabarigou/StanMoMo/issues", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-29 10:46:36 UTC", "User": "root" }, "Author": "Karim Barigou [aut, cre]\n(), Pierre-Olivier\nGoffard [aut] ()", "Maintainer": "Karim Barigou ", "Config/pak/sysreqs": "make", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2023-09-23 23:30:39 UTC", "RemoteUrl": "https://github.com/cran/StanMoMo", "RemoteRef": "HEAD", "RemoteSha": "01163f7dec3e1e99b25fc90d777299403879261b", "_user": "cran", "_type": "src", "_file": "StanMoMo_1.2.0.tar.gz", "_fileid": "https://r2.ropensci.org/e3d46d5835fdadc515aa6090ee368977e7ee0512544dc20257584d7bd0c6345e", "_filesize": 790833, "_sha256": "e3d46d5835fdadc515aa6090ee368977e7ee0512544dc20257584d7bd0c6345e", "_expires": "2027-02-06T11:02:24.000Z", "_created": "2026-10-29T10:46:36.000Z", "_published": "2026-10-29T11:02:26.118Z", "_upstream": "https://github.com/cran/StanMoMo", "_status": "success", "_maintainer": { "name": "Karim Barigou", "email": "karim290492@gmail.com", "login": "kabarigou", "linkedin": "in/karim-barigou", "description": "Professor of actuarial sciences at UCLouvain (Louvain-la-neuve, Belgium) \n\n\n", "uuid": 65466182, "orcid": "0000-0003-3389-9596" }, "_jobs": [ { "job": 123403139015, "time": 419, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "12891637706" }, { "job": 123403139022, "time": 534, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "12892435297" }, { "job": 123403139010, "time": 424, "config": "linux-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "12892190997" }, { "job": 123403139080, "time": 498, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "12891009672" }, { "job": 123397504628, "time": 741, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12890764113" }, { "job": 123403139002, "time": 245, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12891546971" }, { "job": 123403139098, "time": 486, "config": "windows-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "12891836767" }, { "job": 123403138985, "time": 670, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "12891358358" }, { "job": 123403139000, "time": 540, "config": "windows-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "12891368486" }, { "job": 123403138993, "time": 525, "config": "windows-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "12891717774" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/40858981951", "_commit": { "id": "01163f7dec3e1e99b25fc90d777299403879261b", "author": "Karim Barigou ", "committer": "cran-robot ", "message": "version 1.2.0\n", "time": 1695511839 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "BH", "version": ">= 1.66.0", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 0.12.0", "role": "LinkingTo" }, { "package": "RcppEigen", "version": ">= 0.3.3.3.0", "role": "LinkingTo" }, { "package": "rstan", "version": ">= 2.26.0", "role": "LinkingTo" }, { "package": "StanHeaders", "version": ">= 2.26.0", "role": "LinkingTo" }, { "package": "RcppParallel", "role": "LinkingTo" }, { "package": "loo", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "RcppParallel", "role": "Imports" }, { "package": "Rcpp", "version": ">= 0.12.0", "role": "Imports" }, { "package": "rstan", "version": ">= 2.26.0", "role": "Imports" }, { "package": "rstantools", "version": ">= 2.0.0", "role": "Imports" }, { "package": "tidyverse", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "httr", "role": "Imports" }, { "package": "bridgesampling", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "tidyselect", "role": "Imports" }, { "package": "latex2exp", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "shinystan", "role": "Suggests" }, { "package": "Cairo", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "kabarigou", "count": 4, "uuid": 65466182 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 634, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 320, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/StanMoMo" }, "_devurl": "https://github.com/kabarigou/stanmomo", "_searchresults": 15, "_topics": [ "onetbb", "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/StanMoMo.html" ], "_homeurl": "https://github.com/kabarigou/stanmomo", "_realowner": "kabarigou", "_cranurl": false, "_releases": [ { "version": "1.0.0", "date": "2021-10-07" }, { "version": "1.1.0", "date": "2022-06-23" }, { "version": "1.1.1", "date": "2023-09-17" }, { "version": "1.2.0", "date": "2023-09-23" } ], "_exports": [ "apc_stan", "boxplot_post_dist", "cbd_stan", "compute_weights_BMA", "extract_map", "fit_mo_mo", "lc_stan", "m6_stan", "mortality_weights", "rh_stan", "sim_death_apc", "sim_death_cbd", "sim_death_lc", "sim_death_m6", "sim_death_mix_cbd_rh", "sim_death_rh", "sim_mortality_data" ], "_datasets": [ { "name": "FRMaleData", "title": "Deaths and Exposures Data of French Males", "object": "FRMaleData", "class": [ "list" ], "fields": [], "table": true, "tojson": true } ], "_help": [ { "page": "StanMoMo-package", "title": "The 'StanMoMo' package.", "topics": [ "StanMoMo-package", "StanMoMo" ] }, { "page": "apc_stan", "title": "Bayesian Age-Period-Cohort model with 'Stan'", "topics": [ "apc_stan" ] }, { "page": "boxplot_post_dist", "title": "Boxplot for the posterior distribution", "topics": [ "boxplot_post_dist" ] }, { "page": "cbd_stan", "title": "Bayesian Cairns-Blake-Dowd (CBD) model with Stan", "topics": [ "cbd_stan" ] }, { "page": "compute_weights_BMA", "title": "Compute the model evidence/marginal likelihood via bridge sampling (or via the harmonic mean estimator if bridge sampling fails)", "topics": [ "compute_weights_BMA" ] }, { "page": "extract_map", "title": "Function to get the a posterior means of the parameters based on a stanfit object", "topics": [ "extract_map" ] }, { "page": "fit_mo_mo", "title": "Wrapper function to fit and forecast mortality models", "topics": [ "fit_mo_mo" ] }, { "page": "FRMaleData", "title": "Deaths and Exposures Data of French Males", "topics": [ "FRMaleData" ] }, { "page": "lc_stan", "title": "Bayesian Lee-Carter with Stan", "topics": [ "lc_stan" ] }, { "page": "m6_stan", "title": "Bayesian M6 model with Stan", "topics": [ "m6_stan" ] }, { "page": "mortality_weights", "title": "Model averaging/weighting via future-out stacking or pseudo-BMA weighting", "topics": [ "mortality_weights" ] }, { "page": "rh_stan", "title": "Bayesian Renshaw-Haberman model with Stan", "topics": [ "rh_stan" ] }, { "page": "sim_death_apc", "title": "Simulation of death counts from the Age-Period-Cohort mortality model", "topics": [ "sim_death_apc" ] }, { "page": "sim_death_cbd", "title": "Simulation of death counts from the CBD model", "topics": [ "sim_death_cbd" ] }, { "page": "sim_death_lc", "title": "Simulation of death counts from the Lee-Carter mortality model", "topics": [ "sim_death_lc" ] }, { "page": "sim_death_m6", "title": "Simulation of death counts from the M6 model", "topics": [ "sim_death_m6" ] }, { "page": "sim_death_mix_cbd_rh", "title": "Simulation of death counts from a hybrid model that averages the mortality rates from the cbd and rh models", "topics": [ "sim_death_mix_cbd_rh" ] }, { "page": "sim_death_rh", "title": "Simulation of death counts from the Renshaw-Haberman mortality model", "topics": [ "sim_death_rh" ] }, { "page": "sim_mortality_data", "title": "Simulation of mortality data from various models", "topics": [ "sim_mortality_data" ] } ], "_readme": "https://github.com/cran/StanMoMo/raw/HEAD/README.md", "_rundeps": [ "abind", "askpass", "backports", "base64enc", "BH", "bit", "bit64", "blob", "bridgesampling", "Brobdingnag", "broom", "bslib", "cachem", "callr", "cellranger", "checkmate", "cli", "clipr", "coda", "conflicted", "cpp11", "crayon", "curl", "data.table", "DBI", "dbplyr", "desc", "digest", "distributional", "dplyr", "dtplyr", "evaluate", "farver", "fastmap", "fontawesome", "forcats", "fs", "gargle", "generics", "ggplot2", "glue", "googledrive", "googlesheets4", "gridExtra", "gtable", "haven", "highr", "hms", "htmltools", "httr", "ids", "inline", "isoband", "jquerylib", "jsonlite", "knitr", "labeling", "latex2exp", "lattice", "lifecycle", "loo", "lubridate", "magrittr", "Matrix", "matrixStats", "memoise", "mime", "modelr", "mvtnorm", "numDeriv", "openssl", "otel", "pillar", "pkgbuild", "pkgconfig", "posterior", "prettyunits", "processx", "progress", "ps", "purrr", "QuickJSR", "R6", "ragg", "rappdirs", "RColorBrewer", "Rcpp", "RcppEigen", "RcppParallel", "readr", "readxl", "rematch", "rematch2", "reprex", "rlang", "rmarkdown", "rstan", "rstantools", "rstudioapi", "rvest", "S7", "sass", "scales", "selectr", "StanHeaders", "stringi", "stringr", "sys", "systemfonts", "tensorA", "textshaping", "tibble", "tidyr", "tidyselect", "tidyverse", "timechange", "tinytex", "tzdb", "utf8", "uuid", "vctrs", "viridisLite", "vroom", "withr", "xfun", "xml2", "yaml" ], "_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": "bma.Rmd", "filename": "bma.html", "title": "Bayesian Model Averaging", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Bayesian model averaging via stacking and pseudo-BMA", "Implementation", "References" ], "created": "2021-10-07 15:20:05", "modified": "2023-09-23 23:30:39", "commits": 3 }, { "source": "StanMoMo.Rmd", "filename": "StanMoMo.html", "title": "Bayesian Mortality Modeling", "engine": "knitr::rmarkdown", "headings": [ "Introduction: Bayesian Lee-Carter with Stan", "Bayesian Estimation", "Forecasting", "Other models" ], "created": "2021-10-07 15:20:05", "modified": "2023-09-23 23:30:39", "commits": 4 } ], "_score": 3.1760912590556813, "_indexed": false, "_nocasepkg": "stanmomo", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.2.0", "date": "2026-10-29T10:52:56.000Z", "distro": "resolute", "arch": "aarch64", "commit": "01163f7dec3e1e99b25fc90d777299403879261b", "fileid": "https://r2.ropensci.org/421daf511d1f15c9dd70b82da711b743990f8b0e7ccfbee41288906d163ca5e8", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/cran/actions/runs/40858981951" }, { "r": "4.7.0", "os": "linux", "version": "1.2.0", "date": "2026-10-29T10:53:50.000Z", "distro": "resolute", "arch": "x86_64", "commit": "01163f7dec3e1e99b25fc90d777299403879261b", "fileid": "https://r2.ropensci.org/a0157794cc5ec4ed3ba2929418d99c0e08c6819a62dee6bc4af241858b2bbbf5", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/cran/actions/runs/40858981951" }, { "r": "4.6.1", "os": "linux", "version": "1.2.0", "date": "2026-10-29T10:53:03.000Z", "distro": "resolute", "arch": "aarch64", "commit": "01163f7dec3e1e99b25fc90d777299403879261b", "fileid": "https://r2.ropensci.org/25cca7e084a9343fcaf37641a437d5e0070b2bd51bf65cd9641d466057d8dd4c", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/cran/actions/runs/40858981951" }, { "r": "4.6.1", "os": "linux", "version": "1.2.0", "date": "2026-10-29T10:53:26.000Z", "distro": "resolute", "arch": "x86_64", "commit": "01163f7dec3e1e99b25fc90d777299403879261b", "fileid": "https://r2.ropensci.org/d9ac91a3d70b4b93cdcc6c9b4fbd02d6f04afa9ccd42b82a20343b46ff658ceb", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/cran/actions/runs/40858981951" }, { "r": "4.6.0", "os": "wasm", "version": "1.2.0", "date": "2026-10-29T10:53:21.000Z", "arch": "emscripten", "commit": "01163f7dec3e1e99b25fc90d777299403879261b", "fileid": "https://r2.ropensci.org/77fbf26d29a58adb25d42889aa3aa3ddd2219ea586c00597356615c15b5d6686", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/40858981951" }, { "r": "4.7.0", "os": "win", "version": "1.2.0", "date": "2026-10-29T10:54:03.000Z", "arch": "aarch64", "commit": "01163f7dec3e1e99b25fc90d777299403879261b", "fileid": "https://r2.ropensci.org/833805ccd4e13b1513cf7e1be357e24af794074e2324d71147e2ff53d6383b08", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/cran/actions/runs/40858981951" }, { "r": "4.7.0", "os": "win", "version": "1.2.0", "date": "2026-10-29T10:52:24.000Z", "arch": "x86_64", "commit": "01163f7dec3e1e99b25fc90d777299403879261b", "fileid": "https://r2.ropensci.org/abf784dead891f4b569aeb40d761bc7c379b69f2df8e14840a1232092ad3b394", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/cran/actions/runs/40858981951" }, { "r": "4.6.1", "os": "win", "version": "1.2.0", "date": "2026-10-29T10:55:05.000Z", "arch": "aarch64", "commit": "01163f7dec3e1e99b25fc90d777299403879261b", "fileid": "https://r2.ropensci.org/b19f6fcda189f9133baba22cf7b999d7dc76f523a75fed7754ac1d4c350046ee", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/cran/actions/runs/40858981951" }, { "r": "4.6.1", "os": "win", "version": "1.2.0", "date": "2026-10-29T10:52:33.000Z", "arch": "x86_64", "commit": "01163f7dec3e1e99b25fc90d777299403879261b", "fileid": "https://r2.ropensci.org/7871a03fd3e79e6792d98f1e5b09b5560631ddcc1c923495b583a1a9d96fcc16", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/cran/actions/runs/40858981951" } ] }