{"id":18014314,"url":"https://github.com/makhgal-ganbold/simukde","last_synced_at":"2026-06-06T05:32:09.261Z","repository":{"id":56934930,"uuid":"138533623","full_name":"makhgal-ganbold/simukde","owner":"makhgal-ganbold","description":"An R package for Simulation with Kernel Density Estimation","archived":false,"fork":false,"pushed_at":"2021-05-21T03:56:17.000Z","size":38,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-12-13T05:50:05.339Z","etag":null,"topics":["r","r-package","statistics"],"latest_commit_sha":null,"homepage":"","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/makhgal-ganbold.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-06-25T02:23:15.000Z","updated_at":"2025-11-24T12:03:22.000Z","dependencies_parsed_at":"2022-08-21T06:50:43.297Z","dependency_job_id":null,"html_url":"https://github.com/makhgal-ganbold/simukde","commit_stats":null,"previous_names":["galaamn/simukde"],"tags_count":4,"template":false,"template_full_name":null,"purl":"pkg:github/makhgal-ganbold/simukde","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/makhgal-ganbold%2Fsimukde","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/makhgal-ganbold%2Fsimukde/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/makhgal-ganbold%2Fsimukde/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/makhgal-ganbold%2Fsimukde/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/makhgal-ganbold","download_url":"https://codeload.github.com/makhgal-ganbold/simukde/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/makhgal-ganbold%2Fsimukde/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33971107,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-06T02:00:07.033Z","response_time":107,"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":["r","r-package","statistics"],"created_at":"2024-10-30T04:07:44.594Z","updated_at":"2026-06-06T05:32:09.234Z","avatar_url":"https://github.com/makhgal-ganbold.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# simukde\n\n*The R package for Simulation with Kernel Density Estimation*\n\n## Features\n\n1. Generates random values from a univariate and multivariate continuous distribution by using kernel density estimation based on a sample.\n2. Finds the best fitting distribution from supported univariate continuous distributions for given data.\n\n## CRAN Page\n\nhttps://cran.r-project.org/package=simukde\n\n## Example\n\n```R\n## 1-dimensional data\ndata(faithful)\nhist(faithful$eruptions)\nres \u003c- simukde::simulate_kde(x = faithful$eruptions, n = 1000)\nhist(res$random.values)\n\n## Simulation with the best fitting instrumental distribution\ndata(faithful)\npar(mfrow = c(1, 3))\nhist(faithful$eruptions)\nfit \u003c- simukde::find_best_fit(x = faithful$eruptions, positive = TRUE)\nres \u003c- simukde::simulate_kde(\n  x = faithful$eruptions, n = 1000,\n  distr = fit$distribution, parallel = FALSE\n)\nhist(res$random.values)\npar(mfrow = c(1, 1))\n\n## 2-dimensional data\ndata(faithful)\nres \u003c- simukde::simulate_kde(x = faithful, n = 100)\nplot(res$kde, display = \"filled.contour\")\npoints(x = res$random.values, cex = 0.25, pch = 16, col = \"green\")\npoints(x = faithful, cex = 0.25, pch = 16, col = \"black\")\n```\n\n## Installation\n\nFrom CRAN\n\n```R\ninstall.packages(\"simukde\")\n```\n\nFrom the repository on GitHub\n\n```R\ninstall.packages(\"devtools\")\ndevtools::install_github(\"galaamn/simukde\")\n```\n\n## Author\n\n[MAKHGAL Ganbold](https://www.galaa.mn/ \"Galaa's Personal Page\") and BAYARBAATAR Amgalan, National University of Mongolia\n## Copyright\n\n\u0026copy; 2018 Makhgal Ganbold and BAYARBAATAR Amgalan\n\n## Acknowledgment\n\nFunding: This package has been done within the framework of the project Statistics and Optimization Based Methods for Identification of Cancer-Activated Biological Processes (P2017-2519) supported by the Asia Research Center, Mongolia and Korea Foundation for Advanced Studies, Korea.\n\nThe funders had no role in study design, analysis, decision to publish, or preparation of the package.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmakhgal-ganbold%2Fsimukde","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmakhgal-ganbold%2Fsimukde","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmakhgal-ganbold%2Fsimukde/lists"}