{"id":14068641,"url":"https://github.com/MarselScheer/simTool","last_synced_at":"2025-07-30T04:31:35.445Z","repository":{"id":18338477,"uuid":"21518040","full_name":"MarselScheer/simTool","owner":"MarselScheer","description":"An R-Package that facilitates simulation studies","archived":false,"fork":false,"pushed_at":"2025-04-10T18:43:18.000Z","size":5539,"stargazers_count":6,"open_issues_count":0,"forks_count":3,"subscribers_count":3,"default_branch":"development","last_synced_at":"2025-06-13T20:04:04.930Z","etag":null,"topics":["facilitates-simulation-studies","r","simulation"],"latest_commit_sha":null,"homepage":"http://marselscheer.github.io/simTool/","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/MarselScheer.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,"zenodo":null}},"created_at":"2014-07-05T10:46:47.000Z","updated_at":"2025-04-10T18:36:47.000Z","dependencies_parsed_at":"2025-04-10T19:34:35.430Z","dependency_job_id":"f8cc7e79-f10b-4174-84b2-da9cd61c8c5f","html_url":"https://github.com/MarselScheer/simTool","commit_stats":null,"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/MarselScheer/simTool","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MarselScheer%2FsimTool","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MarselScheer%2FsimTool/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MarselScheer%2FsimTool/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MarselScheer%2FsimTool/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MarselScheer","download_url":"https://codeload.github.com/MarselScheer/simTool/tar.gz/refs/heads/development","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MarselScheer%2FsimTool/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267809489,"owners_count":24147474,"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":"2025-07-30T02:00:09.044Z","response_time":70,"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":["facilitates-simulation-studies","r","simulation"],"created_at":"2024-08-13T07:06:19.220Z","updated_at":"2025-07-30T04:31:35.435Z","avatar_url":"https://github.com/MarselScheer.png","language":"R","funding_links":[],"categories":["R"],"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, echo = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"README-\"\n)\n```\n\n\n[![R build status](https://github.com/MarselScheer/simTool/workflows/R-CMD-check/badge.svg)](https://github.com/MarselScheer/simTool/actions)\n[![codecov](https://codecov.io/gh/MarselScheer/simTool/branch/development/graph/badge.svg?token=aCoLwwqLrB)](https://codecov.io/gh/MarselScheer/simTool)\n[![lifecycle](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html)\n[![Project Status: Active – The project has reached a stable, usable\nstate and is being actively\ndeveloped.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)\n[![CRAN_Status_Badge](https://www.r-pkg.org/badges/version/simTool)](https://cran.r-project.org/package=simTool)\n[![metacran\ndownloads](https://cranlogs.r-pkg.org/badges/simTool)](https://cran.r-project.org/package=simTool)\n[![license](https://img.shields.io/badge/license-GPL--3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0.en.html)\n\n\n# simTool\n\nAn R-Package that facilitates simulation studies. It disengages the researcher from administrative source code.\n\nThe *simTool* package is designed for statistical simulations that\nhave two components. One component generates the data and the other one\nanalyzes the data. The main aims of the *simTool* package are the reduction\nof the administrative source code (mainly loops and management code for the results) \nand a simple applicability\nof the package that allows the user to quickly learn how to work with the\n*simTool* package. Parallel computing is also supported. Finally, convenient\nfunctions are provided to summarize the simulation results.\n\n## Example\n\nThis small simulation (using 4 cores) illustrates how the confidence interval based on the\nt-distribution performs on exponential distributed random variables. The\nfollowing lines generate exponential distributed random variables of size\n10, 50, 100, and 1000. Afterwards the *t.test* using confidence levels\n0.8, 0.9, 0.95 are applied. This is repeated 1000 times to estimate\nthe coverage:\n\n```{r example}\nlibrary(simTool)\ndg \u003c- expand_tibble(fun = \"rexp\", rate = 10, n = c(10L, 50L, 100L, 1000L))\npg \u003c- expand_tibble(proc = \"t.test\", conf.level = c(0.8, 0.9, 0.95))\net \u003c- eval_tibbles(dg, pg, \n  ncpus = 4,\n  replications = 10^3,\n  post_analyze = function(ttest) tibble::tibble(\n    coverage = ttest$conf.int[1] \u003c= 1 / 10 \u0026\u0026 1 / 10 \u003c= ttest$conf.int[2]),\n  summary_fun = list(mean = mean)\n)\net\n```\n\n## Installation\n\nYou can install simTool from github with:\n\n```{r gh-installation, eval = FALSE}\nremotes::install_github(\"MarselScheer/simTool\")\n```\n\nOr from CRAN with:\n\n```{r cran-installation, eval = FALSE}\ninstall.packages(\"simTool\")\n```\n\n## Test suite\n\nWith tinytest you can rerun the test for simTool by calling\n\n```{r tinytest, eval = FALSE}\n# install.packages(\"tinytest\")\ntinytest::test_package(\"simTool\")\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMarselScheer%2FsimTool","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FMarselScheer%2FsimTool","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMarselScheer%2FsimTool/lists"}