{"id":27403000,"url":"https://github.com/s3alfisc/summclust","last_synced_at":"2025-10-18T23:02:31.223Z","repository":{"id":37586484,"uuid":"504094498","full_name":"s3alfisc/summclust","owner":"s3alfisc","description":"R module for cluster specific information (as in the Stata summclust module)","archived":false,"fork":false,"pushed_at":"2023-06-17T15:29:24.000Z","size":1667,"stargazers_count":6,"open_issues_count":11,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-01T16:39:26.751Z","etag":null,"topics":["clustered-standard-errors","fixest","linear-regression","robust-inference"],"latest_commit_sha":null,"homepage":"https://s3alfisc.github.io/summclust/","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/s3alfisc.png","metadata":{"files":{"readme":"README.Rmd","changelog":null,"contributing":".github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2022-06-16T09:33:24.000Z","updated_at":"2023-05-22T16:14:03.000Z","dependencies_parsed_at":"2022-08-02T15:30:59.686Z","dependency_job_id":null,"html_url":"https://github.com/s3alfisc/summclust","commit_stats":null,"previous_names":[],"tags_count":5,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/s3alfisc%2Fsummclust","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/s3alfisc%2Fsummclust/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/s3alfisc%2Fsummclust/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/s3alfisc%2Fsummclust/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/s3alfisc","download_url":"https://codeload.github.com/s3alfisc/summclust/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248824667,"owners_count":21167343,"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":["clustered-standard-errors","fixest","linear-regression","robust-inference"],"created_at":"2025-04-14T04:47:02.451Z","updated_at":"2025-10-18T23:02:31.104Z","avatar_url":"https://github.com/s3alfisc.png","language":"R","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# summclust\n\n\u003c!-- badges: start --\u003e\n[![R-CMD-check](https://github.com/s3alfisc/summclust/workflows/R-CMD-check/badge.svg)](https://github.com/s3alfisc/summclust/actions)\n[![CRAN status](https://www.r-pkg.org/badges/version/summclust)](https://CRAN.R-project.org/package=summclust)\n\u003c!-- [![pkgcheck](https://github.com/s3alfisc/summclust/workflows/pkgcheck/badge.svg)](https://github.com/s3alfisc/summclust/actions?query=workflow%3Apkgcheck) --\u003e\n![runiverse-package](https://s3alfisc.r-universe.dev/badges/summclust)\n`r badger::badge_cran_download(\"summclust\", \"grand-total\", \"blue\")`\n`r badger::badge_cran_download(\"summclust\", \"last-month\", \"green\")`\n[![Codecov test coverage](https://codecov.io/gh/s3alfisc/summclust/branch/main/graph/badge.svg)](https://app.codecov.io/gh/s3alfisc/summclust?branch=main)\n\u003c!-- badges: end --\u003e\n\n`{summclust}` is an R module for cluster level measures of leverage and influence,\nand further implements CRV3 and CRV3J cluster robust variance estimators.\n\nFor an introduction to the package, take a look at its [vignette](https://s3alfisc.github.io/summclust/articles/summclust.html).\n\nFor a quick overview of different CRV estimators, take a look at the [cluster robust\nvariance estimation vignette](https://s3alfisc.github.io/summclust/articles/Cluster-Robust-Variance-Estimators-CRV-1-3.html).\n\nFor a very detailed description of the implemented methods, in particular a discussion of the different leverage and influence metrics, see:\n\n[MacKinnon, J.G., Nielsen, M.Ø., Webb, M.D., 2022. Leverage, influence, and the jackknife in clustered regression models: Reliable inference using summclust](https://arxiv.org/abs/2205.03288). QED Working Paper 1483. Queen’s University.\n\nFor the Stata version of the package, see [here](https://github.com/mattdwebb/summclust).\n\n## Installation\n\nYou can install the development version of summclust from CRAN, [GitHub](https://github.com/) and [r-universe](https://r-universe.dev/) with:\n\n``` r\n# install from CRAN\ninstall.packages('summclust')\n\n# from r-universe (windows \u0026 mac, compiled R \u003e 4.0 required)\ninstall.packages('summclust', repos ='https://s3alfisc.r-universe.dev')\n\n# install.packages(\"devtools\")\ndevtools::install_github(\"s3alfisc/summclust\")\n```\n\n\u003c!-- ## Citation  --\u003e\n\n\u003c!-- If you are in `R`, you can simply run the following command to get the BibTeX citation for `{summclust}`: --\u003e\n\n\u003c!-- ```{r, warning = FALSE, message = FALSE} --\u003e\n\u003c!-- citation(\"summclust\") --\u003e\n\u003c!-- ``` --\u003e\n\n\u003c!-- Alternatively, you can cite the paper by MacKinnon, Nielsen and Webb (2022). In this case, I would be super happy if you mentioned (e.g. in a footnote) that you are using the r-version of `{summclust}`. --\u003e\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fs3alfisc%2Fsummclust","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fs3alfisc%2Fsummclust","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fs3alfisc%2Fsummclust/lists"}