{"id":21025454,"url":"https://github.com/koalaverse/sure","last_synced_at":"2025-12-12T02:25:29.962Z","repository":{"id":56937428,"uuid":"96022879","full_name":"koalaverse/sure","owner":"koalaverse","description":"Surrogate residuals for cumulative link and general regression models in R","archived":false,"fork":false,"pushed_at":"2025-03-03T11:15:55.000Z","size":10589,"stargazers_count":8,"open_issues_count":19,"forks_count":4,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-09-27T19:51:26.424Z","etag":null,"topics":["categorical-data","diagnostics","ordinal-regression","residuals"],"latest_commit_sha":null,"homepage":"https://koalaverse.github.io/sure/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/koalaverse.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2017-07-02T12:47:28.000Z","updated_at":"2025-04-28T04:16:38.000Z","dependencies_parsed_at":"2025-09-08T14:31:39.863Z","dependency_job_id":"8e8f1733-43cc-4c39-9910-3ad3a458ffba","html_url":"https://github.com/koalaverse/sure","commit_stats":null,"previous_names":["afit-r/sure"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/koalaverse/sure","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/koalaverse%2Fsure","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/koalaverse%2Fsure/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/koalaverse%2Fsure/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/koalaverse%2Fsure/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/koalaverse","download_url":"https://codeload.github.com/koalaverse/sure/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/koalaverse%2Fsure/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":27537482,"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":"2025-12-06T02:00:06.463Z","response_time":60,"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":["categorical-data","diagnostics","ordinal-regression","residuals"],"created_at":"2024-11-19T11:33:40.870Z","updated_at":"2025-12-12T02:25:29.947Z","avatar_url":"https://github.com/koalaverse.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"---\noutput:\n  md_document:\n    variant: markdown_github\n---\n\n```{r setup, echo = FALSE}\nknitr::opts_chunk$set(\n  cache = TRUE,\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.align = \"center\",\n  fig.path = \"man/figures/README-\"\n)\n```\n\n# sure: Surrogate Residuals \u003cimg src=\"man/figures/sure-logo.png\" align=\"right\" width=\"130\" height=\"150\" /\u003e\n\n\u003c!-- [![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/sure)](https://cran.r-project.org/package=sure) --\u003e\n[![Build Status](https://travis-ci.org/koalaverse/sure.svg?branch=master)](https://travis-ci.org/koalaverse/sure)\n[![AppVeyor Build Status](https://ci.appveyor.com/api/projects/status/github/koalaverse/sure?branch=master\u0026svg=true)](https://ci.appveyor.com/project/koalaverse/sure)\n[![codecov](https://codecov.io/gh/koalaverse/sure/branch/master/graph/badge.svg)](https://codecov.io/gh/koalaverse/sure)\n\n## Overview \n\nAn R package for constructing **SU**rrogate-based **RE**siduals and diagnostics for ordinal and general regression models; based on the approach described in [Dungang and Zhang (2017)](http://www.tandfonline.com/doi/abs/10.1080/01621459.2017.1292915?journalCode=uasa20).\n\n\n## Installation\n\nThe `sure` package is [currently listed on CRAN](https://CRAN.R-project.org/package=sure) and can easily be installed:\n```r\n# Install from CRAN (recommended)\ninstall.packages(\"sure\")\n  \n# Alternatively, install the development version from GitHub\nif (!requireNamespace(\"devtools\")) install.packages(\"devtools\")\ndevtools::install_github(\"koalaverse/sure\")\n```\n\n\n## References\n\nLiu, D. and Zhang, H. Residuals and Diagnostics for Ordinal Regression Models: A Surrogate Approach.\n*Journal of the American Statistical Association* (accepted). URL\nhttp://www.tandfonline.com/doi/abs/10.1080/01621459.2017.1292915?journalCode=uasa20\n\nGreenwell, B.M., McCarthy, A.J., Boehmke, B.C. \u0026 Dungang, L. (2018) \"Residuals and diagnostics for binary and ordinal regression models: An introduction to the sure package.\" The R Journal (pre-print). URL https://journal.r-project.org/archive/2018/RJ-2018-004/index.html\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkoalaverse%2Fsure","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkoalaverse%2Fsure","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkoalaverse%2Fsure/lists"}