{ "_id": "6a59dc2d09eb0996dd68ebf5", "Package": "RRMLRfMC", "Type": "Package", "Title": "Reduced-Rank Multinomial Logistic Regression for Markov Chains", "Version": "0.4.0", "Authors@R": "c(person(\"Pei\", \"Wang\", role = c(\"aut\", \"cre\"),\nemail = \"wangp33@miamioh.edu\"),\nperson(\"Richard\", \"Kryscio\", role = \"aut\") )", "Description": "Fit the reduced-rank multinomial logistic regression model\nfor Markov chains developed by Wang, Abner, Fardo, Schmitt,\nJicha, Eldik and Kryscio (2021) in R. It\ncombines the ideas of multinomial logistic regression in Markov\nchains and reduced-rank. It is very useful in a study where\nmulti-states model is assumed and each transition among the\nstates is controlled by a series of covariates. The key\nadvantage is to reduce the number of parameters to be\nestimated. The final coefficients for all the covariates and\nthe p-values for the interested covariates will be reported.\nThe p-values for the whole coefficient matrix can be calculated\nby two bootstrap methods.", "License": "GPL-2", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.1.1", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-17 07:35:33 UTC", "User": "root" }, "Author": "Pei Wang [aut, cre], Richard Kryscio [aut]", "Maintainer": "Pei Wang ", "Repository": "https://wangp33.r-universe.dev", "Date/Publication": "2021-06-07 06:20:07 UTC", "RemoteUrl": "https://github.com/cran/RRMLRfMC", "RemoteRef": "HEAD", "RemoteSha": "15a189ab18cbe4f1094b5fdddd8717b6c19719d6", "_user": "wangp33", "_type": "src", "_file": "RRMLRfMC_0.4.0.tar.gz", "_fileid": "https://r2.ropensci.org/8a2d97fe5b19e34205f409db0727e03b133d3e0ca2b0846f64240e23924d33c3", "_filesize": 135317, "_sha256": "8a2d97fe5b19e34205f409db0727e03b133d3e0ca2b0846f64240e23924d33c3", "_expires": "2026-10-25T07:39:23.000Z", "_created": "2026-07-17T07:35:33.000Z", "_published": "2026-07-17T07:39:25.353Z", "_jobs": [ { "job": 87831113123, "time": 114, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8400246523" }, { "job": 87831113145, "time": 113, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8400246542" }, { "job": 87831113149, "time": 190, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8400260610" }, { "job": 87831113183, "time": 166, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8400251734" }, { "job": 87830649093, "time": 172, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8400206244" }, { "job": 87831113093, "time": 110, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8400244312" }, { "job": 87831113150, "time": 84, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8400236141" }, { "job": 87831113193, "time": 64, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8400229189" }, { "job": 87831113136, "time": 60, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8400227619" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/wangp33/actions/runs/29563412236", "_status": "success", "_upstream": "https://github.com/cran/RRMLRfMC", "_commit": { "id": "15a189ab18cbe4f1094b5fdddd8717b6c19719d6", "author": "Pei Wang ", "committer": "cran-robot ", "message": "version 0.4.0\n", "time": 1623046807 }, "_maintainer": { "name": "Pei Wang", "email": "wangp33@miamioh.edu", "login": "wangp33", "description": "", "uuid": 120353744 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "nnet", "role": "Imports" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "wangp33", "count": 1, "uuid": 120353744 } ], "_userbio": { "uuid": 120353744, "type": "user", "name": "wangp33", "followers": 0 }, "_downloads": { "count": 195, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/RRMLRfMC" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/RRMLRfMC.html", "manual.pdf" ], "_realowner": "wangp33", "_cranurl": false, "_releases": [ { "version": "0.4.0", "date": "2021-06-07" } ], "_exports": [ "rrmultinom", "sdfun" ], "_datasets": [ { "name": "cogdat", "title": "Cognitive Dataset", "object": "cogdat", "class": [ "matrix", "array" ], "fields": [ "ID", "visitno", "prstate", "custate", "bagec", "famhx", "HBP", "apoe4", "smk1", "smk2", "smk3", "lowed", "headinj" ], "rows": 6240, "table": true, "tojson": true } ], "_help": [ { "page": "Aupdate", "title": "Aupdate", "topics": [ "Aupdate" ] }, { "page": "cogdat", "title": "Cognitive Dataset", "topics": [ "cogdat" ] }, { "page": "derivativeB", "title": "derivativeB", "topics": [ "derivativeB" ] }, { "page": "derivatives", "title": "derivatives", "topics": [ "derivatives" ] }, { "page": "expand", "title": "expand", "topics": [ "expand" ] }, { "page": "Gupdate", "title": "Gupdate", "topics": [ "Gupdate" ] }, { "page": "norm", "title": "norm", "topics": [ "norm" ] }, { "page": "rrmultinom", "title": "rrmultinom", "topics": [ "rrmultinom" ] }, { "page": "sdfun", "title": "sdfun", "topics": [ "sdfun" ] } ], "_rundeps": [ "nnet" ], "_score": 1, "_indexed": true, "_nocasepkg": "rrmlrfmc", "_universes": [ "wangp33" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4.0", "date": "2026-07-17T07:37:35.000Z", "distro": "resolute", "commit": "15a189ab18cbe4f1094b5fdddd8717b6c19719d6", "fileid": "https://r2.ropensci.org/e43415c8099cfcd8f6a96963026ed6ad2cfced5c433626bba8cee44f1d407e22", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wangp33/actions/runs/29563412236" }, { "r": "4.6.1", "os": "linux", "version": "0.4.0", "date": "2026-07-17T07:37:35.000Z", "distro": "resolute", "commit": "15a189ab18cbe4f1094b5fdddd8717b6c19719d6", "fileid": "https://r2.ropensci.org/031c403250698d38b913287dac723af4142f08acc63a62c4e509dc7e2ccf1673", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wangp33/actions/runs/29563412236" }, { "r": "4.5.3", "os": "mac", "version": "0.4.0", "date": "2026-07-17T07:38:19.000Z", "commit": "15a189ab18cbe4f1094b5fdddd8717b6c19719d6", "fileid": "https://r2.ropensci.org/493dfe2e257c33d2623e09308542d1bfd7903bdb0c4c34ad18d019229fe6e8e2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wangp33/actions/runs/29563412236" }, { "r": "4.6.1", "os": "mac", "version": "0.4.0", "date": "2026-07-17T07:37:51.000Z", "commit": "15a189ab18cbe4f1094b5fdddd8717b6c19719d6", "fileid": "https://r2.ropensci.org/c3f1b8ff8a5aff94c096fd6dc0782e3be2ae2a88338ac37cfbb6fa509e5aac75", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wangp33/actions/runs/29563412236" }, { "r": "4.6.0", "os": "wasm", "version": "0.4.0", "date": "2026-07-17T07:37:39.000Z", "commit": "15a189ab18cbe4f1094b5fdddd8717b6c19719d6", "fileid": "https://r2.ropensci.org/69ded886acb1afda9d3f27da88dbb0045980ba4b570597bfa90aa5070f1086da", "status": "success", "buildurl": "https://github.com/r-universe/wangp33/actions/runs/29563412236" }, { "r": "4.7.0", "os": "win", "version": "0.4.0", "date": "2026-07-17T07:37:01.000Z", "commit": "15a189ab18cbe4f1094b5fdddd8717b6c19719d6", "fileid": "https://r2.ropensci.org/cfd65b78944404dfe78fc7e781a2288c547afb9f1261102dd626e507d847e9c6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wangp33/actions/runs/29563412236" }, { "r": "4.5.3", "os": "win", "version": "0.4.0", "date": "2026-07-17T07:36:38.000Z", "commit": "15a189ab18cbe4f1094b5fdddd8717b6c19719d6", "fileid": "https://r2.ropensci.org/d9f4df460388ec0b072503d4624b55fb699299c3d77ef97094e02b078b045a14", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wangp33/actions/runs/29563412236" }, { "r": "4.6.1", "os": "win", "version": "0.4.0", "date": "2026-07-17T07:36:37.000Z", "commit": "15a189ab18cbe4f1094b5fdddd8717b6c19719d6", "fileid": "https://r2.ropensci.org/ded662262c7ce3e16e804a0f6f1d227c94dd9c7d8dbeaa6912c3cccd576ae17e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wangp33/actions/runs/29563412236" } ] }