{"id":71041,"name":"abms","description":"Tools to perform model selection alongside estimation under Linear, Logistic, Negative binomial, Quantile, and Skew-Normal regression. Under the spike-and-slab method, a probability for each possible model is estimated with the posterior mean, credibility interval, and standard deviation of coefficients and parameters under the most probable model.","url":"https://github.com/sircornflake/bms","last_synced_at":"2025-09-08T15:13:43.470Z","repository":{"id":232300285,"uuid":"781203023","full_name":"SirCornflake/BMS","owner":"SirCornflake","description":"Tools to perform model selection alongside estimation under Linear, Logistic, Negative binomial, Quantile, and Skew-Normal regression. Under the spike-and-slab method, a probability for each possible model is estimated with the posterior mean, credibility interval, and standard deviation of coefficients and parameters under the most probable model.","archived":false,"fork":false,"pushed_at":"2025-04-05T22:29:19.000Z","size":311,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-08-31T12:00:14.003Z","etag":null,"topics":["bayesian-data-analysis","bayesian-inference","bayesian-methods","bayesian-statistics","model-selection","modelselection","variable-selection"],"latest_commit_sha":null,"homepage":"https://cran.r-project.org/web/packages/abms/index.html","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/SirCornflake.png","metadata":{"files":{"readme":"README.md","changelog":null,"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}},"created_at":"2024-04-02T23:55:24.000Z","updated_at":"2025-04-05T22:29:22.000Z","dependencies_parsed_at":null,"dependency_job_id":"675d077a-1a41-4c9a-8c4b-2561539e3c08","html_url":"https://github.com/SirCornflake/BMS","commit_stats":null,"previous_names":["sircornflake/bms"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SirCornflake/BMS","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SirCornflake%2FBMS","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SirCornflake%2FBMS/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SirCornflake%2FBMS/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SirCornflake%2FBMS/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SirCornflake","download_url":"https://codeload.github.com/SirCornflake/BMS/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SirCornflake%2FBMS/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274202926,"owners_count":25240399,"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":"2025-09-08T02:00:09.813Z","response_time":121,"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"}},"owner":{"login":"SirCornflake","name":"Francisco Segovia","uuid":"165854179","kind":"user","description":"","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/165854179?v=4","repositories_count":1,"last_synced_at":"2024-04-09T01:58:59.305Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/SirCornflake","funding_links":[],"total_stars":0,"followers":0,"following":0,"created_at":"2024-04-09T01:58:59.312Z","updated_at":"2024-04-09T01:58:59.312Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SirCornflake","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SirCornflake/repositories"},"packages":[{"id":11430119,"name":"abms","ecosystem":"cran","description":"Augmented Bayesian Model Selection for Regression Models","homepage":"https://github.com/SirCornflake/BMS","licenses":"GPL (≥ 3)","normalized_licenses":["CNRI-Python-GPL-Compatible"],"repository_url":"https://github.com/SirCornflake/BMS","keywords_array":[],"namespace":null,"versions_count":2,"first_release_published_at":"2025-03-13T00:00:00.000Z","latest_release_published_at":"2025-04-05T00:00:00.000Z","latest_release_number":"0.2","last_synced_at":"2025-08-31T11:33:43.285Z","created_at":"2025-03-13T13:18:08.412Z","updated_at":"2025-08-31T11:53:24.340Z","registry_url":"https://cran.r-project.org/package=abms","install_command":null,"documentation_url":"http://cran.r-project.org/web/packages/abms/abms.pdf","metadata":{},"repo_metadata":{"id":232300285,"uuid":"781203023","full_name":"SirCornflake/BMS","owner":"SirCornflake","description":"Tools to perform model selection alongside estimation under Linear, Logistic, Negative binomial, Quantile, and Skew-Normal regression. Under the spike-and-slab method, a probability for each possible model is estimated with the posterior mean, credibility interval, and standard deviation of coefficients and parameters under the most probable model.","archived":false,"fork":false,"pushed_at":"2025-04-05T22:29:19.000Z","size":311,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-26T11:53:23.237Z","etag":null,"topics":["bayesian-data-analysis","bayesian-inference","bayesian-methods","bayesian-statistics","model-selection","modelselection","variable-selection"],"latest_commit_sha":null,"homepage":"https://cran.r-project.org/web/packages/abms/index.html","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/SirCornflake.png","metadata":{"files":{"readme":"README.md","changelog":null,"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}},"created_at":"2024-04-02T23:55:24.000Z","updated_at":"2025-04-05T22:29:22.000Z","dependencies_parsed_at":null,"dependency_job_id":"675d077a-1a41-4c9a-8c4b-2561539e3c08","html_url":"https://github.com/SirCornflake/BMS","commit_stats":null,"previous_names":["sircornflake/bms"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SirCornflake/BMS","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SirCornflake%2FBMS","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SirCornflake%2FBMS/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SirCornflake%2FBMS/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SirCornflake%2FBMS/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SirCornflake","download_url":"https://codeload.github.com/SirCornflake/BMS/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SirCornflake%2FBMS/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272976983,"owners_count":25025043,"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":"2025-08-31T02:00:09.071Z","response_time":79,"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"},"owner_record":{"login":"SirCornflake","name":"Francisco Segovia","uuid":"165854179","kind":"user","description":"","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/165854179?v=4","repositories_count":1,"last_synced_at":"2024-04-09T01:58:59.305Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/SirCornflake","funding_links":[],"total_stars":0,"followers":0,"following":0,"created_at":"2024-04-09T01:58:59.312Z","updated_at":"2024-04-09T01:58:59.312Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SirCornflake","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SirCornflake/repositories"},"tags":[]},"repo_metadata_updated_at":"2025-08-31T11:53:24.340Z","dependent_packages_count":0,"downloads":215,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":86.99077021005729,"dependent_repos_count":33.290897517504774,"dependent_packages_count":27.01702737110121,"stargazers_count":37.15058252813233,"forks_count":28.984527266218528,"docker_downloads_count":null,"average":42.68676097860283},"purl":"pkg:cran/abms","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/cran/abms","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/cran/abms","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/cran/abms/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":null,"versions_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/packages/abms/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/packages/abms/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/packages/abms/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/packages/abms/related_packages","maintainers":[{"uuid":"fasegovia@uc.cl","login":null,"name":"Francisco Segovia","email":"fasegovia@uc.cl","url":null,"packages_count":1,"html_url":null,"role":null,"created_at":"2025-03-13T13:18:09.821Z","updated_at":"2025-03-13T13:18:09.821Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/maintainers/fasegovia@uc.cl/packages"}],"registry":{"name":"cran.r-project.org","url":"https://cran.r-project.org","ecosystem":"cran","default":true,"packages_count":26181,"maintainers_count":14299,"namespaces_count":0,"keywords_count":8326,"github":"r-project-org","metadata":{"funded_packages_count":539},"icon_url":"https://github.com/r-project-org.png","created_at":"2022-04-06T16:32:25.637Z","updated_at":"2025-09-08T06:54:01.855Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/namespaces"}}],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"sircornflake/bms","html_url":"https://github.com/sircornflake/bms","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-08T15:13:13.874Z","updated_at":"2025-09-08T15:13:13.874Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/sircornflake%2Fbms","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/sircornflake%2Fbms/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10167544,"issues_count":32012554,"pull_requests_count":100260947,"authors_count":10729845,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"PushEvent":38},"last_year":{"PushEvent":38}},"keywords":["bayesian-data-analysis","bayesian-inference","bayesian-methods","bayesian-statistics","model-selection","modelselection","variable-selection"],"dependencies":[],"score":null,"created_at":"2025-09-08T11:20:44.248Z","updated_at":"2025-10-07T08:26:04.554Z","avatar_url":"https://github.com/SirCornflake.png","language":"R","category":null,"sub_category":null,"monthly_downloads":215,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/71041","html_url":"https://science.ecosyste.ms/projects/71041"}