{"id":32207752,"url":"https://github.com/grosssbm/misssbm","last_synced_at":"2025-10-22T05:59:06.438Z","repository":{"id":44906093,"uuid":"102167290","full_name":"GrossSBM/missSBM","owner":"GrossSBM","description":"An R package for adjusting Stochastic Block Models from networks data sampled under various missing data conditions","archived":false,"fork":false,"pushed_at":"2025-03-13T09:04:48.000Z","size":89190,"stargazers_count":12,"open_issues_count":2,"forks_count":2,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-10-22T05:58:52.634Z","etag":null,"topics":["missing-data","nas","network-analysis","network-dataset","stochastic-block-model"],"latest_commit_sha":null,"homepage":"http://grosssbm.github.io/missSBM","language":"R","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/GrossSBM.png","metadata":{"files":{"readme":"README.Rmd","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-09-02T02:27:02.000Z","updated_at":"2025-03-13T09:02:27.000Z","dependencies_parsed_at":"2022-09-05T13:11:39.777Z","dependency_job_id":null,"html_url":"https://github.com/GrossSBM/missSBM","commit_stats":null,"previous_names":[],"tags_count":7,"template":false,"template_full_name":null,"purl":"pkg:github/GrossSBM/missSBM","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GrossSBM%2FmissSBM","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GrossSBM%2FmissSBM/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GrossSBM%2FmissSBM/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GrossSBM%2FmissSBM/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/GrossSBM","download_url":"https://codeload.github.com/GrossSBM/missSBM/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GrossSBM%2FmissSBM/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":280389299,"owners_count":26322507,"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":"2025-10-22T02:00:06.515Z","response_time":63,"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":["missing-data","nas","network-analysis","network-dataset","stochastic-block-model"],"created_at":"2025-10-22T05:59:05.112Z","updated_at":"2025-10-22T05:59:06.433Z","avatar_url":"https://github.com/GrossSBM.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"---\noutput: github_document\n---\n\n```{r setup, include=FALSE}\nknitr::opts_chunk$set(echo = TRUE)\n```\n\n# missSBM: Handling missing data in Stochastic Block Models\n\n\u003c!-- badges: start --\u003e\n[![website](https://github.com/GrossSBM/missSBM/workflows/pkgdown/badge.svg)](https://grosssbm.github.io/missSBM/)\n[![R-CMD-check](https://github.com/grosssbm/missSBM/workflows/R-CMD-check/badge.svg)](https://github.com/grosssbm/missSBM/actions)\n[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/missSBM)](https://cran.r-project.org/package=missSBM)\n[![](https://img.shields.io/github/last-commit/grossSBM/missSBM.svg)](https://github.com/GrossSBM/missSBM/commits/master)\n[![Codecov test coverage](https://codecov.io/gh/GrossSBM/missSBM/branch/master/graph/badge.svg)](https://app.codecov.io/gh/GrossSBM/missSBM?branch=master)\n\n[![R-CMD-check](https://github.com/GrossSBM/missSBM/workflows/R-CMD-check/badge.svg)](https://github.com/GrossSBM/missSBM/actions)\n[![R-CMD-check](https://github.com/GrossSBM/missSBM/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/GrossSBM/missSBM/actions/workflows/R-CMD-check.yaml)\n\u003c!-- badges: end --\u003e\n\n\u003e When a network is partially observed (here, NAs in the adjacency matrix rather than 1 or 0  due to missing information between node pairs), it is possible to account for the underlying process that generates those NAs. 'missSBM', presented in 'Barbillon, Chiquet and Tabouy' (2022) \n[10.18637/jss.v101.i12](https://doi.org/10.18637/jss.v101.i12), adjusts the popular stochastic block model from network data observed under various missing data conditions, as described in 'Tabouy, Barbillon and Chiquet' (2019) [10.1080/01621459.2018.1562934](https://doi.org/10.1080/01621459.2018.1562934).\n\n## Installation\n\nThe Last CRAN version is available via\n\n```{r package CRAN, eval = FALSE}\ninstall.packages(\"missSBM\")\n```\n\nThe development version is available via\n\n```{r package github, eval = FALSE}\ndevtools::install_github(\"grossSBM/missSBM\")\n```\n\n## References\n\nPlease cite our work using the following references:\n\nBarbillon, P., Chiquet, J., \u0026 Tabouy, T. (2022). missSBM: An R Package for Handling Missing Values in the Stochastic Block Model. _Journal of Statistical Software_, 101(12), 1–32. DOI: [10.18637/jss.v101.i12](https://doi.org/10.18637/jss.v101.i12)\n\nTimothée Tabouy, Pierre Barbillon \u0026 Julien Chiquet (2019) \"Variational Inference for Stochastic Block Models from Sampled Data\", _Journal of the American Statistical Association_, DOI: [10.1080/01621459.2018.1562934](https://doi.org/10.1080/01621459.2018.1562934)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgrosssbm%2Fmisssbm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgrosssbm%2Fmisssbm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgrosssbm%2Fmisssbm/lists"}