{"id":20814363,"url":"https://github.com/simongrund1/mitml","last_synced_at":"2025-05-07T11:47:12.503Z","repository":{"id":46572576,"uuid":"68100636","full_name":"simongrund1/mitml","owner":"simongrund1","description":"Tools for multiple imputation in multilevel modeling","archived":false,"fork":false,"pushed_at":"2023-12-07T10:36:08.000Z","size":804,"stargazers_count":29,"open_issues_count":5,"forks_count":7,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-04-15T21:48:54.913Z","etag":null,"topics":["imputation","missing-data","mixed-effects","multilevel-data","multilevel-models","r","r-package"],"latest_commit_sha":null,"homepage":null,"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/simongrund1.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}},"created_at":"2016-09-13T11:01:02.000Z","updated_at":"2024-06-26T13:41:39.000Z","dependencies_parsed_at":"2023-02-04T06:02:30.964Z","dependency_job_id":"acdaef12-ae76-48ea-953c-a2fa43c5a18a","html_url":"https://github.com/simongrund1/mitml","commit_stats":{"total_commits":120,"total_committers":2,"mean_commits":60.0,"dds":0.008333333333333304,"last_synced_commit":"4f1e20daccf45da1ee157b3e2e78d7b250fd8203"},"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simongrund1%2Fmitml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simongrund1%2Fmitml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simongrund1%2Fmitml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simongrund1%2Fmitml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/simongrund1","download_url":"https://codeload.github.com/simongrund1/mitml/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252873938,"owners_count":21817708,"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":["imputation","missing-data","mixed-effects","multilevel-data","multilevel-models","r","r-package"],"created_at":"2024-11-17T21:15:52.894Z","updated_at":"2025-05-07T11:47:12.482Z","avatar_url":"https://github.com/simongrund1.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# mitml\n#### Tools for multiple imputation in multilevel modeling\n\nThis [R](https://www.r-project.org/) package provides tools for multiple imputation of missing data in multilevel modeling.\nIt includes a user-friendly interface to the packages `pan` and `jomo`, and several functions for visualization, data management, and the analysis of multiply imputed data sets.\n\nThe purpose of `mitml` is to provide users with a set of effective and user-friendly tools for multiple imputation of multilevel data without requiring advanced knowledge of its statistical underpinnings.\nExamples and additional information can be found in the official [documentation](https://cran.r-project.org/package=mitml/mitml.pdf) of the package and in the [Wiki](https://github.com/simongrund1/mitml/wiki) pages on GitHub.\n\nIf you use `mitml` and have suggestions for improvement, please email me (see [here](https://cran.r-project.org/package=mitml)) or file an [issue](https://github.com/simongrund1/mitml/issues) at the GitHub repository.\n\n#### CRAN version\n\nThe official version of `mitml` is hosted on CRAN and may be found [here](https://cran.r-project.org/package=mitml). The CRAN version can be installed from within R using:\n\n```r\ninstall.packages(\"mitml\")\n```\n\n[![CRAN release](http://www.r-pkg.org/badges/version/mitml)](https://cran.r-project.org/package=mitml) [![CRAN downloads](http://cranlogs.r-pkg.org/badges/mitml)](https://cran.r-project.org/package=mitml)\n\n#### GitHub version\n\nThe version hosted here is the development version of `mitml`, allowing better tracking of [issues](https://github.com/simongrund1/mitml/issues) and possibly containing features and changes in advance. The GitHub version can be installed using `devtools` as:\n\n```r\ninstall.packages(\"devtools\")\ndevtools::install_github(\"simongrund1/mitml\")\n```\n\n![Github commits](https://img.shields.io/github/commits-since/simongrund1/mitml/latest.svg?colorB=green)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimongrund1%2Fmitml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsimongrund1%2Fmitml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimongrund1%2Fmitml/lists"}