{ "_id": "6aacdfa73d719c1f8407272f", "Package": "r2glmm", "Type": "Package", "Title": "Computes R Squared for Mixed (Multilevel) Models", "Date": "2025-04-28", "Version": "0.1.3", "Authors@R": "person(\"Byron\", \"Jaeger\", email = \"byron.jaeger@gmail.com\", role = c(\"aut\", \"cre\"))", "Description": "The model R squared and semi-partial R squared for the\nlinear and generalized linear mixed model (LMM and GLMM) are\ncomputed with confidence limits. The R squared measure from\nEdwards et.al (2008) is extended to the\nGLMM using penalized quasi-likelihood (PQL) estimation (see\nJaeger et al. 2016 ). Three\nmethods of computation are provided and described as follows.\nFirst, The Kenward-Roger approach. Due to some inconsistency\nbetween the 'pbkrtest' package and the 'glmmPQL' function, the\nKenward-Roger approach in the 'r2glmm' package is limited to\nthe LMM. Second, The method introduced by Nakagawa and\nSchielzeth (2013) and\nlater extended by Johnson (2014) .\nThe 'r2glmm' package only computes marginal R squared for the\nLMM and does not generalize the statistic to the GLMM; however,\nconfidence limits and semi-partial R squared for fixed effects\nare useful additions. Lastly, an approach using standardized\ngeneralized variance (SGV) can be used for covariance model\nselection. Package installation instructions can be found in\nthe readme file.", "License": "GPL-2", "RoxygenNote": "7.3.2", "URL": "https://github.com/bcjaeger/r2glmm", "BugReports": "https://github.com/bcjaeger/r2glmm/issues", "Config/pak/sysreqs": "cmake make libicu-dev", "Repository": "https://bcjaeger.r-universe.dev", "Date/Publication": "2025-04-28 14:02:50 UTC", "RemoteUrl": "https://github.com/bcjaeger/r2glmm", "RemoteRef": "HEAD", "RemoteSha": "f19be6656fbf38d31539a8e93d09d31d27890476", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-18 06:34:03 UTC", "User": "root" }, "Author": "Byron Jaeger [aut, cre]", "Maintainer": "Byron Jaeger ", "_user": "bcjaeger", "_type": "src", "_file": "r2glmm_0.1.3.tar.gz", "_fileid": "https://r2.ropensci.org/37114347011027d560e2e92e56f59e27f8cb85c5b5ae2772f41ede7d8e1ed854", "_filesize": 137978, "_sha256": "37114347011027d560e2e92e56f59e27f8cb85c5b5ae2772f41ede7d8e1ed854", "_expires": "2026-12-27T06:52:20.000Z", "_created": 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