{"id":19762753,"url":"https://github.com/stan-dev/projpred","last_synced_at":"2025-04-05T01:08:40.818Z","repository":{"id":20094632,"uuid":"61289155","full_name":"stan-dev/projpred","owner":"stan-dev","description":"Projection predictive variable selection","archived":false,"fork":false,"pushed_at":"2024-10-22T20:14:29.000Z","size":25194,"stargazers_count":109,"open_issues_count":45,"forks_count":25,"subscribers_count":11,"default_branch":"master","last_synced_at":"2024-10-29T14:21:57.113Z","etag":null,"topics":["bayes","bayesian","bayesian-inference","r-package","rstanarm","stan","statistics","variable-selection"],"latest_commit_sha":null,"homepage":"https://mc-stan.org/projpred/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/stan-dev.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null},"funding":{"github":"stan-dev","custom":"https://mc-stan.org/support/"}},"created_at":"2016-06-16T11:57:54.000Z","updated_at":"2024-10-23T17:54:06.000Z","dependencies_parsed_at":"2023-09-26T00:43:01.198Z","dependency_job_id":"895c384b-531a-4169-a25f-4aa013947687","html_url":"https://github.com/stan-dev/projpred","commit_stats":{"total_commits":3446,"total_committers":20,"mean_commits":172.3,"dds":0.3337202553685432,"last_synced_commit":"e15204de5791fa9691f4f402af29d8d0ff90a497"},"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stan-dev%2Fprojpred","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stan-dev%2Fprojpred/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stan-dev%2Fprojpred/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stan-dev%2Fprojpred/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/stan-dev","download_url":"https://codeload.github.com/stan-dev/projpred/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247015089,"owners_count":20869487,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["bayes","bayesian","bayesian-inference","r-package","rstanarm","stan","statistics","variable-selection"],"created_at":"2024-11-12T04:06:37.588Z","updated_at":"2025-04-05T01:08:40.792Z","avatar_url":"https://github.com/stan-dev.png","language":"R","funding_links":["https://github.com/sponsors/stan-dev","https://mc-stan.org/support/"],"categories":[],"sub_categories":[],"readme":"---\noutput: github_document\n---\n\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n```{r, include = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"man/figures/README-\",\n  out.width = \"100%\"\n)\n```\n\n\u003c!-- badges: start --\u003e\n\u003c!-- [![codecov](https://codecov.io/gh/stan-dev/projpred/branch/master/graph/badge.svg)](https://app.codecov.io/gh/stan-dev/projpred) --\u003e\n[![CRAN_Status_Badge](https://www.r-pkg.org/badges/version/projpred?color=blue)](https://CRAN.R-project.org/package=projpred)\n\u003c!-- badges: end --\u003e\n\n# projpred [\u003cimg src=\"man/figures/logo.svg\" align=\"right\" height=\"139\" alt=\"Stan Logo\"/\u003e](https://mc-stan.org)\n\nThe R package **projpred** performs the projection predictive variable selection\nfor various regression models. Usually, the reference model will be an\n[**rstanarm**](https://mc-stan.org/rstanarm/) or\n[**brms**](https://paul-buerkner.github.io/brms/) fit, but custom reference\nmodels can also be used. Details on supported model types are given in section\n[\"Supported types of\nmodels\"](https://mc-stan.org/projpred/articles/projpred.html#modtypes) of the\nmain vignette^[The main vignette can be accessed offline by typing\n`vignette(topic = \"projpred\", package = \"projpred\")` or---more\nconveniently---`browseVignettes(\"projpred\")` within R.].\n\nFor details on how to cite **projpred**, see the [projpred citation\ninfo](https://CRAN.R-project.org/package=projpred/citation.html) on CRAN^[The\ncitation information can be accessed offline by typing\n`print(citation(\"projpred\"), bibtex = TRUE)` within R.]. Further references\n(including earlier work that **projpred** is based on) are given in section\n[\"Introduction\"](https://mc-stan.org/projpred/articles/projpred.html#introduction)\nof the main vignette.\n\nThe [vignettes](https://mc-stan.org/projpred/articles/)^[The overview of all\nvignettes can be accessed offline by typing `browseVignettes(\"projpred\")` within\nR.] illustrate how to use the **projpred** functions in conjunction. Details on\nthe **projpred** functions as well as some shorter examples may be found in the\n[documentation](https://mc-stan.org/projpred/reference/index.html)^[The\ndocumentation can be accessed offline using `?` or `help()` within R.].\n\n## Installation\n\nThere are two ways for installing **projpred**: from\n[CRAN](https://CRAN.R-project.org/package=projpred) or from\n[GitHub](https://github.com/stan-dev/projpred). The GitHub version might be more\nrecent than the CRAN version, but the CRAN version might be more stable.\n\n### From CRAN\n\n```r\ninstall.packages(\"projpred\")\n```\n\n### From GitHub\n\nThis requires the [**devtools**](https://devtools.r-lib.org/) package, so if\nnecessary, the following code will also install **devtools** (from\n[CRAN](https://CRAN.R-project.org/package=devtools)):\n```r\nif (!requireNamespace(\"devtools\", quietly = TRUE)) {\n  install.packages(\"devtools\")\n}\ndevtools::install_github(\"stan-dev/projpred\", build_vignettes = TRUE)\n```\nTo save time, you may omit `build_vignettes = TRUE`.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstan-dev%2Fprojpred","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstan-dev%2Fprojpred","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstan-dev%2Fprojpred/lists"}