{"id":26211410,"url":"https://github.com/statistikat/surveysd","last_synced_at":"2025-04-15T15:13:14.098Z","repository":{"id":52081937,"uuid":"102847415","full_name":"statistikat/surveysd","owner":"statistikat","description":"Estimate standard deviation of estimates in complex surveys using bootstrap weights.","archived":false,"fork":false,"pushed_at":"2025-04-10T09:17:14.000Z","size":12190,"stargazers_count":9,"open_issues_count":3,"forks_count":4,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-10T10:45:38.905Z","etag":null,"topics":["bootstrap","error-estimation","r","survey"],"latest_commit_sha":null,"homepage":"https://statistikat.github.io/surveysd","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/statistikat.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","contributing":null,"funding":null,"license":"LICENSE","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}},"created_at":"2017-09-08T10:00:51.000Z","updated_at":"2025-03-19T07:18:55.000Z","dependencies_parsed_at":"2025-04-10T10:29:39.064Z","dependency_job_id":"ca387df8-5037-46f6-8608-7ef4a19cc6ec","html_url":"https://github.com/statistikat/surveysd","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/statistikat%2Fsurveysd","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/statistikat%2Fsurveysd/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/statistikat%2Fsurveysd/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/statistikat%2Fsurveysd/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/statistikat","download_url":"https://codeload.github.com/statistikat/surveysd/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248206816,"owners_count":21065188,"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":["bootstrap","error-estimation","r","survey"],"created_at":"2025-03-12T08:20:18.082Z","updated_at":"2025-04-15T15:13:14.078Z","avatar_url":"https://github.com/statistikat.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"---\noutput: github_document\n---\n\n# surveysd \u003cimg src=\"man/figures/logo.png\" align=\"right\" alt=\"\" /\u003e\n\n [![Travis build status](https://img.shields.io/travis/statistikat/surveysd.svg?logo=travis)](https://travis-ci.org/statistikat/surveysd)\n[![Coverage Status](https://img.shields.io/coveralls/github/statistikat/surveysd.svg?colorB=red\u0026logo=codecov)](https://coveralls.io/github/statistikat/surveysd?branch=master)\n[![Lifecycle: stable](https://img.shields.io/badge/lifecycle-maturing-blue.svg?logo=github)](https://lifecycle.r-lib.org/articles/stages.html#stable)\n[![GitHub last commit](https://img.shields.io/github/last-commit/statistikat/surveysd.svg?logo=github)](https://github.com/statistikat/surveysd/commits/master)\n[![GitHub code size in bytes](https://img.shields.io/github/languages/code-size/statistikat/surveysd.svg?logo=github)](https://github.com/statistikat/surveysd)\n[![Downloads](http://cranlogs.r-pkg.org/badges/surveysd)](https://CRAN.R-project.org/package=surveysd)\n[![CRAN](https://img.shields.io/cran/v/surveysd.svg?colorB=green\u0026logo=R\u0026logoColor=blue\u0026label=CRAN)](https://CRAN.R-project.org/package=surveysd)\n\n\n[![Mentioned in Awesome Official Statistics ](https://awesome.re/mentioned-badge.svg)](http://www.awesomeofficialstatistics.org)\n\nThis is the development place for the R-package `surveysd`. The package can be used to estimate \nthe standard deviation of estimates in complex surveys using bootstrap weights.\n\n## Installation\n\n```{r, eval = FALSE}\n# Install release version from CRAN\ninstall.packages(\"surveysd\")\n\n# Install development version from GitHub\ndevtools::install_github(\"statistikat/surveysd\")\n```\n\n## Concept\n\nBootstrapping has long been around and used widely to estimate confidence intervals and standard \nerrors of point estimates. This package aims to combine all necessary steps for applying a calibrated\nbootstrapping procedure with custom estimating functions.\n\n## Workflow\n\nA typical workflow with this package consists of three steps. To see these concepts in practice,\nplease refer to the [getting started vignette].\n\n* Calibrated weights can be generated with the function `ipf()` using an iterative proportional updating algorithm.\n* Bootstrap samples are drawn with rescaled bootstrapping in the function `draw.bootstrap()`.\n* These samples can then be calibrated with an iterative proportional updating algorithm using \n`recalib()`.\n* Finally, estimation functions can be applied over all bootstrap replicates with `calc.stError()`.\n\n\n## Further reading\n\nMore information can be found on the [github-pages site] for surveysd.\n\n* The methodology is covered in the [methodology vignette].\n* A more comprehensive documentation of `calc.stError()` is available in the [error estimation vignette].\n  \n[methodology vignette]:      https://statistikat.github.io/surveysd/articles/methodology.html\n[error estimation vignette]: https://statistikat.github.io/surveysd/articles/error_estimation.html\n[getting started vignette]:  https://statistikat.github.io/surveysd/articles/surveysd.html\n[github-pages site]:         https://statistikat.github.io/surveysd\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstatistikat%2Fsurveysd","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstatistikat%2Fsurveysd","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstatistikat%2Fsurveysd/lists"}