{ "_id": "6a115952acfb0bcc41cebb6c", "Package": "vcrpart", "Type": "Package", "Title": "Tree-Based Varying Coefficient Regression for Generalized Linear\nand Ordinal Mixed Models", "Version": "1.0-7", "Date": "2025-08-26", "Authors@R": "c(\nperson(\"Reto\", \"Burgin\", role = c(\"aut\", \"cre\"), email = \"rbuergin@gmx.ch\", comment = c(ORCID = \"0000-0002-6212-1567\")),\nperson(\"Gilbert\", \"Ritschard\", role = c(\"ctb\"), email = \"gilbert.ritschard@unige.ch\", comment = c(ORCID = \"0000-0001-7776-0903\")))", "Author": "Reto Burgin [aut, cre]\n(), Gilbert Ritschard\n[ctb] ()", "Maintainer": "Reto Burgin ", "Description": "Recursive partitioning for varying coefficient generalized\nlinear models and ordinal linear mixed models. Special features\nare coefficient-wise partitioning, non-varying coefficients and\npartitioning of time-varying variables in longitudinal\nregression. A description of a part of this package was\npublished by Burgin and Ritschard (2017)\n.", "License": "GPL (>= 2)", "LazyLoad": "yes", "NeedsCompilation": "yes", "Repository": "https://rbuergin.r-universe.dev", "Date/Publication": "2025-08-26 12:56:35 UTC", "RemoteUrl": "https://github.com/rbuergin/vcrpart", "RemoteRef": "HEAD", "RemoteSha": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "Packaged": { "Date": "2026-05-23 07:31:35 UTC", "User": "root" }, "MD5sum": "8e5f3f9e1a96d948a3433a786f327591", "_user": "rbuergin", "_type": "src", "_file": "vcrpart_1.0-7.tar.gz", "_fileid": "364d5244fa31ec727013cd09bb60d97ca5852cd4e306a5dfd11d95651ac5e89f", "_filesize": 730451, "_sha256": "364d5244fa31ec727013cd09bb60d97ca5852cd4e306a5dfd11d95651ac5e89f", "_created": "2026-05-23T07:31:35.000Z", "_published": "2026-05-23T07:37:54.024Z", "_distro": "noble", "_jobs": [ { "job": 77506495066, "time": 189, "config": "linux-devel-arm64", "r": "4.7.0", "check": "WARNING", "artifact": "7175337950" }, { "job": 77506495055, "time": 151, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "WARNING", "artifact": "7175334606" }, { "job": 77506495062, "time": 135, "config": "linux-release-arm64", "r": "4.6.0", "check": "WARNING", "artifact": "7175332928" }, { "job": 77506495071, "time": 140, "config": "linux-release-x86_64", "r": "4.6.0", "check": "WARNING", "artifact": "7175333436" }, { "job": 77506495068, "time": 146, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "7175332042" }, { "job": 77506495067, "time": 332, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "WARNING", "artifact": "7175349088" }, { "job": 77506495064, "time": 137, "config": "macos-release-arm64", "r": "4.6.0", "check": "WARNING", "artifact": "7175331032" }, { "job": 77506495063, "time": 268, "config": "macos-release-x86_64", "r": "4.6.0", "check": "WARNING", "artifact": "7175342992" }, { "job": 77506334508, "time": 185, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7175319732" }, { "job": 77506495049, "time": 94, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7175329179" }, { "job": 77506495060, "time": 121, "config": "windows-devel", "r": "4.7.0", "check": "WARNING", "artifact": "7175331595" }, { "job": 77506495065, "time": 118, "config": "windows-oldrel", "r": "4.5.3", "check": "WARNING", "artifact": "7175331286" }, { "job": 77506495099, "time": 124, "config": "windows-release", "r": "4.6.0", "check": "WARNING", "artifact": "7175331894" } ], "_buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/rbuergin/vcrpart", "_commit": { "id": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "author": "rbuergin ", "committer": "rbuergin ", "message": "intiative submission of v 1.0-7 v2\n", "time": 1756212995 }, "_maintainer": { "name": "Reto Burgin", "email": "rbuergin@gmx.ch", "login": "rbuergin", "description": "", "uuid": 10641773, "orcid": "0000-0002-6212-1567" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1.0", "role": "Depends" }, { "package": "parallel", "role": "Depends" }, { "package": "partykit", "role": "Depends" }, { "package": "stats", "role": "Imports" }, { "package": "grid", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "nlme", "version": ">= 3.1-123", "role": "Imports" }, { "package": "rpart", "role": "Imports" }, { "package": "formula.tools", "role": "Imports" }, { "package": "numDeriv", "role": "Imports" }, { "package": "ucminf", "role": "Imports" }, { "package": "zoo", "role": "Imports" }, { "package": "sandwich", "role": "Imports" }, { "package": "strucchange", "role": "Imports" }, { "package": "xtable", "role": "Suggests" }, { "package": "mlbench", "role": "Suggests" }, { "package": "Ecdat", "role": "Suggests" }, { "package": "RWeka", "role": "Suggests" } ], "_owner": "rbuergin", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-28", "n": 1 }, { "week": "2025-35", "n": 3 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "rbuergin", "count": 15, "uuid": 10641773 } ], "_userbio": { "uuid": 10641773, "type": "user", "name": "Reto Bürgin" }, "_downloads": { "count": 248, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/vcrpart" }, "_devurl": "https://github.com/rbuergin/vcrpart", "_searchresults": 21, "_topics": [ "openblas" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/vcrpart.html", "manual.pdf" ], "_homeurl": "https://github.com/rbuergin/vcrpart", "_realowner": "rbuergin", "_cranurl": true, "_releases": [ { "version": "0.2-1", "date": "2014-09-10" }, { "version": "0.2-2", "date": "2014-11-07" }, { "version": "0.2-3", "date": "2014-11-25" }, { "version": "0.3-1", "date": "2015-01-04" }, { "version": "0.3-2", "date": "2015-02-11" }, { "version": "0.3-3", "date": "2015-03-17" }, { "version": "0.4-1", "date": "2016-02-23" }, { "version": "0.4-2", "date": "2016-11-05" }, { "version": "1.0-0", "date": "2017-08-22" }, { "version": "1.0-1", "date": "2017-10-17" }, { "version": "1.0-2", "date": "2018-02-15" }, { "version": "1.0-3", "date": "2020-02-27" }, { "version": "1.0-4", "date": "2021-04-19" }, { "version": "1.0-5", "date": "2024-05-11" }, { "version": "1.0-6", "date": "2024-10-04" }, { "version": "1.0-7", "date": "2025-08-26" } ], "_exports": [ "adjacent", "baseline", "ce", "contr.wsum", "cumulative", "cvloss", "extract", "fe", "fixef", "folds_control", "fvcglm", "fvcglm_control", "fvcm", "fvcm_control", "fvcolmm", "fvcolmm_control", "ge", "neglogLik2", "olmm", "olmm_control", "olmm_estfun", "olmm_gefp", "olmm_overwritePar", "oobloss", "otsplot", "otsplot_control", "otsplot_filter", "panel_coef", "panel_partdep", "predecor_control", "prune", "prunepath", "ranef", "ranefCov", "re", "splitpath", "tvcglm", "tvcglm_control", "tvcm", "tvcm_control", "tvcolmm", "tvcolmm_control", "VarCorr", "vc" ], "_datasets": [ { "name": "movie", "title": "Movie critics", "object": "movie", "file": "movie.RData", "class": [ "data.frame" ], "fields": [ "critic", "review", "movie" ], "rows": 372, "table": true, "tojson": true }, { "name": "PL", "title": "Effect of parental leave policy", "object": "PL", "file": "PL.RData", "class": [ "data.frame" ], "fields": [ "uncb3", "uncb10", "uncj3", "uncj10", "pbexp10", "pbinc_tot10", "pbexp3", "pbinc_tot3", "ikar3", "ikar4", "july", "bd", "workExp", "unEmpl", "zeroLabEarn", "laborEarnings", "employed", "whiteCollar", "wage", "age", "industry", "industry.SL", "region", "region.SL" ], "rows": 6180, "table": true, "tojson": true }, { "name": "poverty", "title": "Poverty in Switzerland", "object": "poverty", "file": "poverty.RData", "class": [ "data.frame" ], "fields": [ "Poor", "Canton", "Gender", "AgeGroup", "Edu", "CivStat", "NChild", "Working", "FirstJob", "LastJob", "Origin", "SocMob", "RetirTiming", "ProfCar", "Pension", "TimFirstChild" ], "rows": 576, "table": true, "tojson": true }, { "name": "schizo", "title": "National Institute of Mental Health shizophrenia study", "object": "schizo", "file": "schizo.RData", "class": [ "data.frame" ], "fields": [ "id", "imps79", "imps79o", "tx", "week" ], "rows": 1603, "table": true, "tojson": true }, { "name": "unemp", "title": "Synthetic data sets", "object": "unemp", "file": "unemp.RData", "class": [ "data.frame" ], "fields": [ "PID", "UNEMP", "YEAR", "AGE", "FISIT", "GENDER", "UEREGION", "GHQL" ], "rows": 200, "table": true, "tojson": true }, { "name": "vcrpart_1", "title": "Synthetic data sets", "object": "vcrpart_1", "file": "vcrpart_1.RData", "class": [ "data.frame" ], "fields": [ "id", "wave", "treat", "z1", "z2", "z3", "z4", "y" ], "rows": 200, "table": true, "tojson": true }, { "name": "vcrpart_2", "title": "Synthetic data sets", "object": "vcrpart_2", "file": "vcrpart_2.RData", "class": [ "data.frame" ], "fields": [ "x1", "x2", "z1", "z2", "y" ], "rows": 100, "table": true, "tojson": true }, { "name": "vcrpart_3", "title": "Synthetic data sets", "object": "vcrpart_3", "file": "vcrpart_3.RData", "class": [ "data.frame" ], "fields": [ "x1", "z1", "y" ], "rows": 100, "table": true, "tojson": true } ], "_help": [ { "page": "contr-wsum", "title": "Contrast matrices", "topics": [ "contr.wsum" ] }, { "page": "fvcm", "title": "Bagging and Random Forests based on 'tvcm'", "topics": [ "fvcglm", "fvcglm_control", "fvcm", "fvcm_control", "fvcolmm", "fvcolmm_control" ] }, { "page": "fvcm-methods", "title": "Methods for 'fvcm' objects", "topics": [ "fitted.fvcm", "fvcm-methods", "oobloss.fvcm", "plot.fvcm", "predict.fvcm", "print.fvcm", "ranef.fvcm" ] }, { "page": "movie", "title": "Movie critics", "topics": [ "movie" ] }, { "page": "olmm", "title": "Fitting ordinal and nominal two-stage linear mixed models", "topics": [ "adjacent", "baseline", "cumulative", "family.olmm", "olmm" ] }, { "page": "olmm-control", "title": "Control parameters for 'olmm'.", "topics": [ "olmm-control", "olmm_control" ] }, { "page": "olmm-gefp", "title": "Methods for score processes of 'olmm' objects", "topics": [ "olmm-gefp", "olmm_estfun", "olmm_gefp", "predecor_control" ] }, { "page": "olmm-methods", "title": "Methods for 'olmm' objects", "topics": [ "anova.olmm", "coef.olmm", "coefficients.olmm", "deviance.olmm", "fixef", "fixef.glm", "fixef.olmm", "formula.olmm", "getCall.olmm", "logLik.olmm", "model.frame.olmm", "model.matrix.olmm", "neglogLik2", "neglogLik2.olmm", "olmm-methods", "print.VarCorr.olmm", "ranef", "ranef.olmm", "ranefCov", "ranefCov.olmm", "resid.olmm", "residuals.olmm", "simulate.olmm", "terms.olmm", "update.olmm", "VarCorr", "VarCorr.olmm", "vcov.olmm", "weights.olmm" ] }, { "page": "olmm-predict", "title": "Predict outcome probabilities and responses for 'olmm' objects", "topics": [ "fitted.olmm", "olmm-predict", "predict.olmm" ] }, { "page": "olmm-summary", "title": "Printing and summarizing 'olmm' objects", "topics": [ "olmm-summary", "print.olmm", "print.summary.olmm", "summary.olmm" ] }, { "page": "otsplot", "title": "Time-series plot for longitudinal ordinal data", "topics": [ "otsplot", "otsplot.default", "otsplot_control", "otsplot_filter" ] }, { "page": "PL", "title": "Effect of parental leave policy", "topics": [ "PL" ] }, { "page": "poverty", "title": "Poverty in Switzerland", "topics": [ "poverty" ] }, { "page": "schizo", "title": "National Institute of Mental Health shizophrenia study", "topics": [ "schizo" ] }, { "page": "tvcglm", "title": "Coefficient-wise tree-based varying coefficient regression based on generalized linear models", "topics": [ "tvcglm", "tvcglm_control" ] }, { "page": "tvcm", "title": "Tree-based varying coefficient regression models", "topics": [ "tvcm" ] }, { "page": "tvcm-cv", "title": "Model selection utility functions for 'tvcm' objects.", "topics": [ "cvloss", "cvloss.tvcm", "folds_control", "oobloss", "oobloss.tvcm", "plot.cvloss.tvcm", "prune", "prune.tvcm", "prunepath", "prunepath.tvcm", "tvcm-assessment" ] }, { "page": "tvcm-control", "title": "Control parameters for 'tvcm'.", "topics": [ "tvcm-control", "tvcm_control" ] }, { "page": "tvcm-methods", "title": "Methods for 'tvcm' objects", "topics": [ "coef.tvcm", "coefficients.tvcm", "depth.tvcm", "extract", "extract.tvcm", "fitted.tvcm", "formula.tvcm", "getCall.tvcm", "logLik.tvcm", "model.frame.tvcm", "neglogLik2.tvcm", "nobs.tvcm", "predict.tvcm", "print.tvcm", "ranef.tvcm", "resid.tvcm", "residuals.tvcm", "splitpath", "splitpath.tvcm", "summary.tvcm", "tvcm-methods", "weights.tvcm", "width.tvcm" ] }, { "page": "tvcm-plot", "title": "'plot' method for 'tvcm' objects.", "topics": [ "panel_coef", "panel_partdep", "plot.tvcm", "tvcm-plot" ] }, { "page": "tvcolmm", "title": "Tree-based varying coefficient regression based on ordinal and nominal two-stage linear mixed models.", "topics": [ "tvcolmm", "tvcolmm_control" ] }, { "page": "vcrpart-demo", "title": "Synthetic data sets", "topics": [ "unemp", "vcrpart-demo", "vcrpart_1", "vcrpart_2", "vcrpart_3" ] }, { "page": "vcrpart-formula", "title": "Special terms for formulas.", "topics": [ "ce", "fe", "ge", "re", "vc", "vcrpart-formula" ] } ], "_rundeps": [ "Formula", "formula.tools", "inum", "lattice", "libcoin", "Matrix", "mvtnorm", "nlme", "numDeriv", "operator.tools", "partykit", "rpart", "sandwich", "strucchange", "survival", "ucminf", "zoo" ], "_sysdeps": [ { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" } ], "_score": 2.623249290397901, "_indexed": true, "_nocasepkg": "vcrpart", "_universes": [ "rbuergin" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0-7", "date": "2026-05-23T07:34:30.000Z", "distro": "noble", "arch": "aarch64", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "a8ebd8472af1cc3c874f04eb5886312c5309487ec2d86bb305fd9ca90fa252ab", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" }, { "r": "4.7.0", "os": "linux", "version": "1.0-7", "date": "2026-05-23T07:33:45.000Z", "distro": "noble", "arch": "x86_64", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "f4d0a725fc5b04a125368a57780da359776f4ada07beece310ec38ce59877037", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" }, { "r": "4.6.0", "os": "linux", "version": "1.0-7", "date": "2026-05-23T07:33:38.000Z", "distro": "noble", "arch": "aarch64", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "0cefcfb00c7a86145f789726499abdeb547959067bd3210d2e9841ace253698a", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" }, { "r": "4.6.0", "os": "linux", "version": "1.0-7", "date": "2026-05-23T07:33:38.000Z", "distro": "noble", "arch": "x86_64", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "68e8b7373ac140b30eb3e80a0790292a7a592c07edcc8be3a9d6b7fb907c9c22", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" }, { "r": "4.5.3", "os": "mac", "version": "1.0-7", "date": "2026-05-23T07:33:45.000Z", "arch": "aarch64", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "0c2f042349c058c93512e97546f91a23f7bf61dfaac451218758ffe3c79b6c52", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" }, { "r": "4.5.3", "os": "mac", "version": "1.0-7", "date": "2026-05-23T07:36:04.000Z", "arch": "x86_64", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "d4797d8e8b5bac7f471c9a6b208ee188cc60d3cb46c83fab165d8cf6a13aa5f3", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" }, { "r": "4.6.0", "os": "mac", "version": "1.0-7", "date": "2026-05-23T07:33:31.000Z", "arch": "aarch64", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "3c597d2604bcc51a7ffe74f19ea24d2e3c05c187a221aab12e6fc5da35d87438", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" }, { "r": "4.6.0", "os": "mac", "version": "1.0-7", "date": "2026-05-23T07:34:47.000Z", "arch": "x86_64", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "684e91225c37e6efe07e3e40c3eadd14a6be529dc5cb7e7f773bac9f2fd8763d", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" }, { "r": "4.6.0", "os": "wasm", "version": "1.0-7", "date": "2026-05-23T07:33:39.000Z", "arch": "emscripten", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "454ac27e1176648eec7a8e47c31e3942c7423aba933acf7d3caea746ac5ed8d5", "status": "success", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" }, { "r": "4.7.0", "os": "win", "version": "1.0-7", "date": "2026-05-23T07:33:00.000Z", "arch": "x86_64", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "f336bbcccb0ba428704d040a7063b84345fc8716ca847a888085559c0bc69e80", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" }, { "r": "4.5.3", "os": "win", "version": "1.0-7", "date": "2026-05-23T07:33:01.000Z", "arch": "x86_64", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "9de6287604cc84082b63a7c5b43bf69a7d8ae23495bba2f6129bbf3be25975d3", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" }, { "r": "4.6.0", "os": "win", "version": "1.0-7", "date": "2026-05-23T07:33:04.000Z", "arch": "x86_64", "commit": "d826bc7e0d620809b82fb9e18ad08bce9d864336", "fileid": "7a52830e72c007d259971f34c30517c52bfa2a74ee51ad28ca7a2fe00fe6cf6c", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rbuergin/actions/runs/26326950900" } ] }