{"id":44685751,"url":"https://agnesdeng.github.io/vismi/","last_synced_at":"2026-02-27T18:00:55.910Z","repository":{"id":180323483,"uuid":"525629978","full_name":"agnesdeng/vismi","owner":"agnesdeng","description":"Visualisation Tools for Multiple Imputation","archived":false,"fork":false,"pushed_at":"2026-02-04T06:33:03.000Z","size":48825,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2026-02-23T21:53:15.988Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://agnesdeng.github.io/vismi/","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/agnesdeng.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","contributing":null,"funding":null,"license":"LICENSE.md","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":"2022-08-17T03:47:36.000Z","updated_at":"2026-02-04T06:33:06.000Z","dependencies_parsed_at":"2024-01-09T00:31:59.492Z","dependency_job_id":"520eb858-4215-4f9e-bdd6-75fb01e14634","html_url":"https://github.com/agnesdeng/vismi","commit_stats":null,"previous_names":["agnesdeng/vismi"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/agnesdeng/vismi","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/agnesdeng%2Fvismi","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/agnesdeng%2Fvismi/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/agnesdeng%2Fvismi/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/agnesdeng%2Fvismi/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/agnesdeng","download_url":"https://codeload.github.com/agnesdeng/vismi/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/agnesdeng%2Fvismi/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29907344,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-27T17:28:36.873Z","status":"ssl_error","status_checked_at":"2026-02-27T17:28:20.970Z","response_time":57,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":[],"created_at":"2026-02-15T06:00:29.784Z","updated_at":"2026-02-27T18:00:55.871Z","avatar_url":"https://github.com/agnesdeng.png","language":"JavaScript","funding_links":[],"categories":["Data and models"],"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  echo = TRUE,\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"man/figures/README-\",\n  tidy.opts = list(width.cutoff = 60), tidy = TRUE,\n  dpi = 150, fig.asp = 0.5, fig.width = 7, fig.retina = 1,\n  out.width = \"95%\",\n  warning = FALSE, message = FALSE\n)\n```\n\n# vismi \u003ca href=\"https://agnesdeng.github.io/vismi/\"\u003e\u003cimg src=\"man/figures/logo.png\" align=\"right\" height=\"138\" alt=\"vismi website\" /\u003e\u003c/a\u003e\n\n\nThe R package **vismi** ([Visual Diagnostics for Multiple Imputation](https://agnesdeng.github.io/vismi/)) provides a comprehensive suite of visual diagnostics for assessing the quality of multiply imputed data. The package supports imputed data generated by various multiple imputation methods, including `mixgb`, `mice`, and more.\n\n\u003c!-- badges: start --\u003e\n\n[![Made with R](https://img.shields.io/badge/Made%20With-R-9cf)](https://github.com/agnesdeng/vismi) [![CRAN version](https://img.shields.io/cran/v/vismi?color=9cf)](https://cran.r-project.org/package=vismi) [![GitHub release (latest by date)](https://img.shields.io/github/v/release/agnesdeng/vismi?logo=github\u0026color=green)](https://github.com/agnesdeng/vismi/releases) \n[![R-CMD-check](https://github.com/agnesdeng/vismi/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/agnesdeng/vismi/actions/workflows/R-CMD-check.yaml)\n\u003c!-- badges: end --\u003e\n\n\n## Overview\n\nThe package has been completely redesigned. Please check **Articles** section for more details. \n\n- `vismi()`: visualise multiply-imputed missing data through distributional characteristics\n\n- `vismi_overimp()`: visualise multiply-imputed missing data through overimputation\n\n- `vismi_converge()`: visualise convergence diagnostics for imputed values of an incomplete variable\n\nWith the support of [trelliscopejs][trelliscopejs-url], **vismi** provides trelliscope displays to inspect all variables at once via\n\n- `trellis_vismi()`\n\n- `trellis_vismi_overimp()`\n\n- `trellis_vismi_converge()`\n\n\n\n[trelliscopejs-url]: https://hafen.github.io/trelliscopejs/\n\n## Installation\n\nYou can install the current development version of vismi from [GitHub](https://github.com/agnesdeng) with:\n\n``` r\ndevtools::install_github(\"agnesdeng/vismi\")\n```\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/agnesdeng.github.io%2Fvismi%2F","html_url":"https://awesome.ecosyste.ms/projects/agnesdeng.github.io%2Fvismi%2F","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/agnesdeng.github.io%2Fvismi%2F/lists"}