{ "_id": "6a13ee1bacfb0bcc41d2f6e1", "Package": "ComBatFamQC", "Title": "Comprehensive Batch Effect Diagnostics and Harmonization", "Version": "1.0.6", "Authors@R": "c(\nperson(\"Zheng\", \"Ren\", email = \"zren1422@gmail.com\", role = c(\"aut\", \"cre\", \"cph\"), comment = c(ORCID = \"0009-0006-2430-4625\")),\nperson(\"Andrew\", \"Chen\", email = \"chen1764@gmail.com\", role = c(\"aut\", \"cph\"), comment = c(ORCID = \"0000-0002-5027-6422\")),\nperson(\"Elizabeth\", \"Horwath\", email = \"elizabeth.horwath@pennmedicine.upenn.edu\", role = c(\"ctb\"), comment = c(ORCID = \"0009-0009-1224-6984\"))\n)", "Description": "Provides a comprehensive framework for batch effect\ndiagnostics, harmonization, and post-harmonization downstream\nanalysis. Features include interactive visualization tools,\nrobust statistical tests, and a range of harmonization\ntechniques. Additionally, 'ComBatFamQC' enables the creation of\nlife-span age trend plots with estimated age-adjusted centiles\nand facilitates the generation of covariate-corrected residuals\nfor analytical purposes. Methods for harmonization are based on\napproaches described in Johnson et al., (2007)\n, Beer et al., (2020)\n, Pomponio et al., (2020)\n, and Chen et al., (2021)\n.", "License": "MIT + file LICENSE", "URL": "https://github.com/Zheng206/ComBatFamQC,\nhttps://zheng206.github.io/ComBatQC-Web/", "BugReports": "https://github.com/Zheng206/ComBatFamQC/issues", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.2", "LazyData": "true", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Language": "en-US", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev zlib1g-dev", "Repository": "https://zheng206.r-universe.dev", "Date/Publication": "2025-09-02 02:37:31 UTC", "RemoteUrl": "https://github.com/zheng206/combatfamqc", "RemoteRef": "HEAD", "RemoteSha": "a77ee72bf26ff3499b8d3e8983b956167468735b", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-25 06:30:48 UTC", "User": "root" }, "Author": "Zheng Ren [aut, cre, cph] (ORCID:\n),\nAndrew Chen [aut, 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