{ "_id": "6a103bdeacfb0bcc41c9bc2d", "Package": "lmeInfo", "Type": "Package", "Title": "Information Matrices for 'lmeStruct' and 'glsStruct' Objects", "Version": "0.3.2", "Authors@R": "c(person(given = \"James\",\nfamily = \"Pustejovsky\",\nrole = \"aut\",\nemail = \"jepusto@gmail.com\",\ncomment = c(ORCID = \"0000-0003-0591-9465\")),\nperson(given = \"Man\",\nfamily = \"Chen\",\nrole = c(\"aut\", \"cre\"),\nemail = \"manchen9005@gmail.com\"))", "Description": "Provides analytic derivatives and information matrices for\nfitted linear mixed effects (lme) models and generalized least\nsquares (gls) models estimated using lme() (from package\n'nlme') and gls() (from package 'nlme'), respectively. The\npackage includes functions for estimating the sampling\nvariance-covariance of variance component parameters using the\ninverse Fisher information. The variance components include the\nparameters of the random effects structure (for lme models),\nthe variance structure, and the correlation structure. The\nexpected and average forms of the Fisher information matrix are\nused in the calculations, and models estimated by full maximum\nlikelihood or restricted maximum likelihood are supported. The\npackage also includes a function for estimating standardized\nmean difference effect sizes (Pustejovsky, Hedges, and Shadish\n(2014) ) based on fitted lme or\ngls models.", "URL": "https://jepusto.github.io/lmeInfo/", "BugReports": "https://github.com/jepusto/lmeInfo/issues", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "true", "VignetteBuilder": "knitr", "RoxygenNote": "7.2.3", "Language": "en-US", "Repository": "https://jepusto.r-universe.dev", "Date/Publication": "2023-04-16 12:51:29 UTC", "RemoteUrl": "https://github.com/jepusto/lmeinfo", "RemoteRef": "HEAD", "RemoteSha": "75e859c2b61819e2e8f331045e8c1cb5e562234a", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-11 10:25:37 UTC", "User": "root" }, "Author": "James Pustejovsky [aut] (ORCID:\n),\nMan Chen [aut, cre]", "Maintainer": "Man Chen ", "MD5sum": "37c5ca5b862321ee949fff92787d94ee", "_user": "jepusto", "_type": "src", "_file": "lmeInfo_0.3.2.tar.gz", "_fileid": "301195e7f5d5cbb4f6e8a0f3fca50b114a27fcef389aefff05b93b11847b7102", "_filesize": 174253, "_sha256": "301195e7f5d5cbb4f6e8a0f3fca50b114a27fcef389aefff05b93b11847b7102", "_created": "2026-05-11T10:25:37.000Z", "_published": "2026-05-22T11:19:58.909Z", "_distro": "noble", "_jobs": [ { "job": 77369246993, "time": 202, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6916097798" }, { "job": 77369246969, "time": 192, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6916094075" }, { "job": 77369247238, "time": 173, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "6916118292" }, { "job": 77369247262, "time": 168, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6916120759" }, { "job": 77369246060, "time": 175, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6916028410" }, { "job": 77369246453, "time": 111, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7159249716" }, { "job": 77369247197, "time": 163, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "6916082081" }, { "job": 77369247268, "time": 155, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "6916079665" }, { "job": 77369247244, "time": 161, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "6916081765" } ], "_buildurl": "https://github.com/r-universe/jepusto/actions/runs/25664408062", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/jepusto/lmeinfo", "_commit": { "id": "75e859c2b61819e2e8f331045e8c1cb5e562234a", "author": "Man Chen ", "committer": "Man Chen ", "message": "CRAN submission\n", "time": 1681649489 }, "_maintainer": { "name": "Man Chen", "email": "manchen9005@gmail.com", "login": "manchen07", "twitter": "@manchen07", "uuid": 58210618 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0.0", "role": "Depends" }, { "package": "nlme", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "covr", "role": "Suggests" }, { "package": "testthat", "version": ">= 2.1.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "scdhlm", "role": "Suggests" }, { "package": "mlmRev", "role": "Suggests" }, { "package": "carData", "role": "Suggests" }, { "package": "lme4", "role": "Suggests" }, { "package": "Matrix", "role": "Suggests" }, { "package": "merDeriv", "role": "Suggests" } ], "_owner": "jepusto", "_selfowned": true, "_usedby": 4, "_updates": [], "_tags": [], "_stars": 4, "_contributors": [ { "user": "jepusto", "count": 191, "uuid": 4543266 }, { "user": "rogerssam", "count": 1, "uuid": 7007561 } ], "_userbio": { "uuid": 4543266, "type": "user", "name": "James E. 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(2016)", "topics": [ "Bryant2016" ] }, { "page": "CI_g", "title": "Calculates a confidence interval for a standardized mean difference effect size", "topics": [ "CI_g" ] }, { "page": "extract_varcomp", "title": "Extract estimated variance components", "topics": [ "extract_varcomp" ] }, { "page": "Fisher_info", "title": "Calculate expected, observed, or average Fisher information matrix", "topics": [ "Fisher_info" ] }, { "page": "g_mlm", "title": "Calculates adjusted mlm effect size", "topics": [ "g_mlm" ] }, { "page": "varcomp_vcov", "title": "Estimated sampling variance-covariance of variance component parameters.", "topics": [ "varcomp_vcov" ] } ], "_readme": "https://github.com/jepusto/lmeinfo/raw/HEAD/README.md", "_rundeps": [ "lattice", "nlme" ], "_vignettes": [ { "source": "Information-matrices-for-fitted-LME-models.Rmd", "filename": "Information-matrices-for-fitted-LME-models.html", "title": "Information matrices for fitted lme() and gls() models", "engine": "knitr::rmarkdown", "headings": [ "Notation", "Hierarchical linear models", "Estimation", "Fixed effect estimation", "Variance parameter estimation", "Sampling variance of variance parameters", "Restricted maximum likelihood", "Full maximum likelihood", "References" ], "created": "2019-12-02 22:30:23", "modified": "2020-04-03 02:28:13", "commits": 7 } ], "_score": 6.607254236246471, "_indexed": true, "_nocasepkg": "lmeinfo", "_universes": [ "jepusto", "manchen07" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.2", "date": "2026-05-11T10:27:56.000Z", "distro": "noble", "commit": "75e859c2b61819e2e8f331045e8c1cb5e562234a", "fileid": "df506f68c21148d773813bd3666de15212bdcf49a555c19f5e18860474a9a4aa", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jepusto/actions/runs/25664408062" }, { "r": "4.6.0", "os": "linux", "version": "0.3.2", "date": "2026-05-11T10:27:47.000Z", "distro": "noble", "commit": "75e859c2b61819e2e8f331045e8c1cb5e562234a", "fileid": "c5b22ac0424930feacbe9f0c8b4fa41adb767d286a267ad6ea1ce7f72feb0d3e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jepusto/actions/runs/25664408062" }, { "r": "4.5.3", "os": "mac", "version": "0.3.2", "date": "2026-05-11T10:29:06.000Z", "commit": "75e859c2b61819e2e8f331045e8c1cb5e562234a", "fileid": "b2c286f9e564b5b16d4cf024ca2d10ea9c06c15b48077d3e12081ea7cf437a65", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jepusto/actions/runs/25664408062" }, { "r": "4.6.0", "os": "mac", "version": "0.3.2", "date": "2026-05-11T10:29:15.000Z", "commit": "75e859c2b61819e2e8f331045e8c1cb5e562234a", "fileid": "9fbffb93e366f1cecdd75e1d800f58111849aaccb2b038df07f2a9d976c41bf7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jepusto/actions/runs/25664408062" }, { "r": "4.7.0", "os": "win", "version": "0.3.2", "date": "2026-05-11T10:26:57.000Z", "commit": "75e859c2b61819e2e8f331045e8c1cb5e562234a", "fileid": "e4eb6ac446193b17e42f8dced61513befc953904c508649c369ce038c99020f2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jepusto/actions/runs/25664408062" }, { "r": "4.5.3", "os": "win", "version": "0.3.2", "date": "2026-05-11T10:26:50.000Z", "commit": "75e859c2b61819e2e8f331045e8c1cb5e562234a", "fileid": "1d06cf6432fde0ee5ac158fe23317c96ae0befcc8898c4edbacf93f66f035ed5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jepusto/actions/runs/25664408062" }, { "r": "4.6.0", "os": "win", "version": "0.3.2", "date": "2026-05-11T10:26:54.000Z", "commit": "75e859c2b61819e2e8f331045e8c1cb5e562234a", "fileid": "e2a2af965cf7f61c5f14ad3fb73fd3feb2114895a62bca15c348dffa05f71a32", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jepusto/actions/runs/25664408062" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.2", "date": "2026-05-22T11:19:45.000Z", "commit": "75e859c2b61819e2e8f331045e8c1cb5e562234a", "fileid": "feed2cd14e9a387084ef7a1a46c7117ff4e4f9fb4210e724dc57ed13b40d8297", "status": "success", "buildurl": "https://github.com/r-universe/jepusto/actions/runs/25664408062" } ] }