{"id":32202590,"url":"https://github.com/chjackson/fic","last_synced_at":"2025-10-22T04:04:54.911Z","repository":{"id":56936963,"uuid":"113211829","full_name":"chjackson/fic","owner":"chjackson","description":"R package for focused information criteria for model comparison","archived":false,"fork":false,"pushed_at":"2025-03-27T17:30:05.000Z","size":8428,"stargazers_count":9,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-10-13T10:53:52.058Z","etag":null,"topics":["model-comparison","model-selection","statistical-models"],"latest_commit_sha":null,"homepage":"","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/chjackson.png","metadata":{"files":{"readme":"README.md","changelog":"NEWS.md","contributing":null,"funding":null,"license":null,"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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2017-12-05T17:21:20.000Z","updated_at":"2025-03-27T16:11:13.000Z","dependencies_parsed_at":"2025-09-08T13:42:07.682Z","dependency_job_id":"bd7cf7d8-0678-4eff-97dc-108756479a73","html_url":"https://github.com/chjackson/fic","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/chjackson/fic","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chjackson%2Ffic","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chjackson%2Ffic/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chjackson%2Ffic/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chjackson%2Ffic/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/chjackson","download_url":"https://codeload.github.com/chjackson/fic/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chjackson%2Ffic/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":280248572,"owners_count":26297926,"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","status":"online","status_checked_at":"2025-10-21T02:00:06.614Z","response_time":58,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["model-comparison","model-selection","statistical-models"],"created_at":"2025-10-22T04:03:44.273Z","updated_at":"2025-10-22T04:04:54.899Z","avatar_url":"https://github.com/chjackson.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"fic\n===\n\nThe development repository for the [fic](http://cran.r-project.org/package=fic) R package for the Focused Information Criterion and related methods for model comparison. \n\nThe `fic` package compares how well different models estimate a quantity of interest (the \"focus\") so that different models may be preferred for different purposes.\n\nComparisons within any class of models fitted by maximum likelihood are supported, with shortcuts for commonly-used classes such as generalised linear models and parametric survival models.\n\nThe methods originate from [Claeskens and Hjort (2003)](https://amstat.tandfonline.com/doi/abs/10.1198/016214503000000819#.XLiKGy2ZOu4) and [Claeskens and Hjort (2008)](https://feb.kuleuven.be/public/u0043181/modelselection/)\n\n## Installation (stable CRAN version)\n```r\ninstall.packages(\"fic\")\n```\n\n## Installation (development version)\n\n```r\ninstall.packages(\"devtools\") # if devtools not already installed\nlibrary(devtools)\ninstall_github(\"chjackson/fic\")\n ```\n\nSee the package vignettes (work in progress) for an introduction:\n\n[Different models for different purposes: focused model comparison in R](https://chjackson.github.io/fic/inst/doc/fic.pdf)\n\n[Linear models example](https://chjackson.github.io/fic/inst/doc/linear.pdf)\n\n[Skew-normal example](https://chjackson.github.io/fic/inst/doc/skewnormal.pdf)\n\n[Survival analysis example](https://chjackson.github.io/fic/inst/doc/survival.pdf)\n\n[Multi-state models example](https://chjackson.github.io/fic/inst/doc/multistate.pdf)\n\n[Bootstrap and alternative losses](https://chjackson.github.io/fic/inst/doc/loss.pdf)\n\nSource code [GitHub repository](https://github.com/chjackson/fic)\n\n\u003c!-- badges: start --\u003e\n[![Lifecycle: stable](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable)\n[![R-CMD-check](https://github.com/chjackson/fic/workflows/R-CMD-check/badge.svg)](https://github.com/chjackson/fic/actions)\n[![Codecov test coverage](https://codecov.io/gh/chjackson/fic/branch/master/graph/badge.svg)](https://app.codecov.io/gh/chjackson/fic?branch=master)\n\u003c!-- badges: end --\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchjackson%2Ffic","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchjackson%2Ffic","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchjackson%2Ffic/lists"}