{
  "_id": "6a51dd639b92047c28d51de7",
  "Package": "disttree",
  "Title": "Trees and Forests for Distributional Regression",
  "Date": "2021-03-12",
  "Version": "0.2-0",
  "Authors@R": "c(person(given = \"Lisa\", family = \"Schlosser\", role = c(\"aut\", \"cre\"), email = \"Lisa.Schlosser@uibk.ac.at\", \ncomment = c(ORCID = \"0000-0003-0314-6075\")),\nperson(given = \"Moritz N.\", family = \"Lang\", role = \"aut\", email = \"moritz.n.lang@gmail.com\",\ncomment = c(ORCID = \"0000-0002-2533-9903\")),\nperson(given = \"Torsten\", family = \"Hothorn\", role = \"aut\", email = \"Torsten.Hothorn@R-project.org\",\ncomment = c(ORCID = \"0000-0001-8301-0471\")),\nperson(given = \"Achim\", family = \"Zeileis\", role = \"aut\", email = \"Achim.Zeileis@R-project.org\",\ncomment = c(ORCID = \"0000-0003-0918-3766\")))",
  "Description": "Infrastructure for fitting distributional regression trees\nand forests based on maximum-likelihood estimation of\nparameters for specified distribution families, for example\nfrom the GAMLSS family.",
  "LazyData": "yes",
  "License": "GPL-2 | GPL-3",
  "RoxygenNote": "7.1.1",
  "Repository": "https://zeileis.r-universe.dev",
  "Date/Publication": "2026-03-13 19:02:53 UTC",
  "RemoteUrl": "https://github.com/r-forge/partykit",
  "RemoteRef": "HEAD",
  "RemoteSha": "861432cfc097e26ea36940c174227ff1151eac6e",
  "RemoteSubdir": "pkg/disttree",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-11 06:02:56 UTC",
    "User": "root"
  },
  "Author": "Lisa Schlosser [aut, cre] (ORCID:\n<https://orcid.org/0000-0003-0314-6075>),\nMoritz N. Lang [aut] (ORCID: <https://orcid.org/0000-0002-2533-9903>),\nTorsten Hothorn [aut] (ORCID: <https://orcid.org/0000-0001-8301-0471>),\nAchim Zeileis [aut] (ORCID: <https://orcid.org/0000-0003-0918-3766>)",
  "Maintainer": "Lisa Schlosser <Lisa.Schlosser@uibk.ac.at>",
  "_user": "zeileis",
  "_type": "src",
  "_file": "disttree_0.2-0.tar.gz",
  "_fileid": "https://r2.ropensci.org/eccc6650bf1084241723a983638ab40699a97f7d0a7ab699e4aac8cae528245c",
  "_filesize": 3315394,
  "_sha256": "eccc6650bf1084241723a983638ab40699a97f7d0a7ab699e4aac8cae528245c",
  "_expires": "2026-10-19T06:06:25.000Z",
  "_created": "2026-07-11T06:02:56.000Z",
  "_published": "2026-07-11T06:06:27.456Z",
  "_jobs": [
    {
      "job": 86517389558,
      "time": 163,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "8245541279"
    },
    {
      "job": 86517389553,
      "time": 152,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "ERROR",
      "artifact": "8245539402"
    },
    {
      "job": 86517389552,
      "time": 100,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "8245531667"
    },
    {
      "job": 86517389571,
      "time": 111,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "ERROR",
      "artifact": "8245533360"
    },
    {
      "job": 86517090600,
      "time": 212,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8245515838"
    },
    {
      "job": 86517389574,
      "time": 112,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8245533742"
    },
    {
      "job": 86517389627,
      "time": 164,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "8245541300"
    },
    {
      "job": 86517389617,
      "time": 120,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "8245534845"
    },
    {
      "job": 86517389606,
      "time": 103,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "ERROR",
      "artifact": "8245532252"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/zeileis/actions/runs/29142083445",
  "_status": "success",
  "_upstream": "https://github.com/r-forge/partykit",
  "_commit": {
    "id": "861432cfc097e26ea36940c174227ff1151eac6e",
    "author": "thothorn (Torsten Hothorn) <Torsten.Hothorn@R-project.org>",
    "committer": "Dummy <dummy@dummy.org>",
    "message": "1.2-27\n\ngit-svn-id: svn://svn.r-forge.r-project.org/svnroot/partykit@3336 255f4249-2263-4417-b1ea-8498779e27a7\n\nFormer-commit-id: 9e491d7e767853b81f2541d7bc4cc8a376e5c084",
    "time": 1773428573
  },
  "_maintainer": {
    "name": "Lisa Schlosser",
    "email": "lisa.schlosser@uibk.ac.at",
    "orcid": "0000-0003-0314-6075"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.1.0",
      "role": "Depends"
    },
    {
      "package": "partykit",
      "version": ">= 1.2-5",
      "role": "Depends"
    },
    {
      "package": "gamlss.dist",
      "role": "Depends"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "Formula",
      "role": "Imports"
    },
    {
      "package": "sandwich",
      "role": "Imports"
    },
    {
      "package": "survival",
      "role": "Imports"
    },
    {
      "package": "crch",
      "role": "Suggests"
    },
    {
      "package": "gamlss.cens",
      "role": "Suggests"
    },
    {
      "package": "lmtest",
      "role": "Suggests"
    },
    {
      "package": "mvtnorm",
      "role": "Suggests"
    },
    {
      "package": "countreg",
      "role": "Suggests"
    },
    {
      "package": "tinytest",
      "role": "Suggests"
    },
    {
      "package": "RainTyrol",
      "role": "Suggests"
    }
  ],
  "_owner": "r-forge",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-30",
      "n": 1
    },
    {
      "week": "2026-04",
      "n": 4
    },
    {
      "week": "2026-06",
      "n": 10
    },
    {
      "week": "2026-10",
      "n": 1
    },
    {
      "week": "2026-11",
      "n": 2
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "thothorn",
      "count": 719,
      "uuid": 35263693
    },
    {
      "user": "zeileis",
      "count": 666,
      "uuid": 61125774
    },
    {
      "user": "mnlang",
      "count": 299,
      "uuid": 75885241
    },
    {
      "user": "marjoleinf",
      "count": 154,
      "uuid": 16515996
    },
    {
      "user": "thomasgrubinger-svg",
      "count": 106,
      "uuid": 260085866
    },
    {
      "user": "lmsstudios",
      "count": 88,
      "uuid": 97995137
    },
    {
      "user": "dandls",
      "count": 29,
      "uuid": 25373845
    },
    {
      "user": "rsbivand",
      "count": 5,
      "uuid": 10198404
    },
    {
      "user": "bettinagruen",
      "count": 1,
      "uuid": 3341603
    }
  ],
  "_userbio": {
    "uuid": 61125774,
    "type": "user",
    "name": "Achim Zeileis",
    "followers": 131,
    "description": "Statistics, science, software."
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/disttree"
  },
  "_devurl": "https://github.com/r-forge/partykit",
  "_searchresults": 6,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/disttree.html",
    "manual.pdf"
  ],
  "_cranurl": false,
  "_exports": [
    "dist_binomial",
    "dist_crch",
    "dist_exponential",
    "dist_gamma",
    "dist_gaussian",
    "dist_list_cens_normal",
    "dist_list_hurdle_normal",
    "dist_list_normal",
    "dist_list_trunc_normal",
    "dist_poisson",
    "dist_weibull",
    "dist_ztnbinom",
    "distfamily",
    "distfit",
    "distforest",
    "disttree",
    "disttree_control",
    "getSummary.distfit"
  ],
  "_datasets": [
    {
      "name": "RainAxams",
      "title": "Observations and covariates for station Axams",
      "object": "RainAxams",
      "class": [
        "data.frame"
      ],
      "fields": [
        "station",
        "year",
        "day",
        "robs",
        "tppow_mean",
        "tppow_sprd",
        "tppow_min",
        "tppow_max",
        "tppow_mean0612",
        "tppow_mean1218",
        "tppow_mean1824",
        "tppow_mean2430",
        "tppow_sprd0612",
        "tppow_sprd1218",
        "tppow_sprd1824",
        "tppow_sprd2430",
        "capepow_mean",
        "capepow_sprd",
        "capepow_min",
        "capepow_max",
        "capepow_mean0612",
        "capepow_mean1218",
        "capepow_mean1224",
        "capepow_mean1230",
        "capepow_sprd0612",
        "capepow_sprd1218",
        "capepow_sprd1224",
        "capepow_sprd1230",
        "dswrf_mean_mean",
        "dswrf_mean_min",
        "dswrf_mean_max",
        "dswrf_sprd_mean",
        "dswrf_sprd_min",
        "dswrf_sprd_max",
        "msl_mean_mean",
        "msl_mean_min",
        "msl_mean_max",
        "msl_sprd_mean",
        "msl_sprd_min",
        "msl_sprd_max",
        "pwat_mean_mean",
        "pwat_mean_min",
        "pwat_mean_max",
        "pwat_sprd_mean",
        "pwat_sprd_min",
        "pwat_sprd_max",
        "tcolc_mean_mean",
        "tcolc_mean_min",
        "tcolc_mean_max",
        "tcolc_sprd_mean",
        "tcolc_sprd_min",
        "tcolc_sprd_max",
        "tmax_mean_mean",
        "tmax_mean_min",
        "tmax_mean_max",
        "tmax_sprd_mean",
        "tmax_sprd_min",
        "tmax_sprd_max",
        "t500_mean_mean",
        "t500_mean_min",
        "t500_mean_max",
        "t700_mean_mean",
        "t700_mean_min",
        "t700_mean_max",
        "t850_mean_mean",
        "t850_mean_min",
        "t850_mean_max",
        "t500_sprd_mean",
        "t500_sprd_min",
        "t500_sprd_max",
        "t700_sprd_mean",
        "t700_sprd_min",
        "t700_sprd_max",
        "t850_sprd_mean",
        "t850_sprd_min",
        "t850_sprd_max",
        "tdiff500850_mean",
        "tdiff500850_min",
        "tdiff500850_max",
        "tdiff700850_mean",
        "tdiff700850_min",
        "tdiff700850_max",
        "tdiff500700_mean",
        "tdiff500700_min",
        "tdiff500700_max",
        "msl_diff"
      ],
      "rows": 867,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "distfamily",
      "title": "Preparation of family object of class 'disttree.family' as employed in 'distfit', 'disttree', and 'distforest'",
      "topics": [
        "distfamily"
      ]
    },
    {
      "page": "distfit",
      "title": "Maximum-Likelihood Fitting of Parametric Distributions",
      "topics": [
        "bread.distfit",
        "coef.distfit",
        "confint.distfit",
        "distfit",
        "estfun.distfit",
        "getSummary.distfit",
        "logLik.distfit",
        "nobs.distfit",
        "plot.distfit",
        "predict.distfit",
        "print.distfit",
        "print.summary.distfit",
        "residuals.distfit",
        "summary.distfit",
        "vcov.distfit"
      ]
    },
    {
      "page": "distforest",
      "title": "Distributional Regression Forests",
      "topics": [
        "distforest",
        "gettree.distforest",
        "logLik.distforest",
        "predict.distforest",
        "varimp.distforest"
      ]
    },
    {
      "page": "disttree",
      "title": "Distributional Regression Tree",
      "topics": [
        "coef.disttree",
        "disttree",
        "fitted.disttree",
        "logLik.disttree",
        "predict.disttree",
        "print.disttree"
      ]
    },
    {
      "page": "disttree_control",
      "title": "Auxiliary Function for Controlling 'disttree' Fitting",
      "topics": [
        "disttree_control"
      ]
    },
    {
      "page": "disttree.family",
      "title": "Family List Generating Functions",
      "topics": [
        "dist_binomial",
        "dist_crch",
        "dist_exponential",
        "dist_gamma",
        "dist_gaussian",
        "dist_list_cens_normal",
        "dist_list_hurdle_normal",
        "dist_list_normal",
        "dist_list_trunc_normal",
        "dist_poisson",
        "dist_weibull",
        "dist_ztnbinom",
        "family.disttree"
      ]
    },
    {
      "page": "RainAxams",
      "title": "Observations and covariates for station Axams",
      "topics": [
        "RainAxams"
      ]
    }
  ],
  "_rundeps": [
    "Formula",
    "gamlss.dist",
    "inum",
    "lattice",
    "libcoin",
    "MASS",
    "Matrix",
    "mvtnorm",
    "partykit",
    "rpart",
    "sandwich",
    "survival",
    "zoo"
  ],
  "_score": 2.6020599913279625,
  "_indexed": false,
  "_nocasepkg": "disttree",
  "_universes": [
    "zeileis"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2-0",
      "date": "2026-07-11T06:05:20.000Z",
      "distro": "resolute",
      "commit": "861432cfc097e26ea36940c174227ff1151eac6e",
      "fileid": "https://r2.ropensci.org/d732000ef6984e864fe9568140b31811259e3b6f87edc91d9217650f8d1d738d",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zeileis/actions/runs/29142083445"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.2-0",
      "date": "2026-07-11T06:05:12.000Z",
      "distro": "resolute",
      "commit": "861432cfc097e26ea36940c174227ff1151eac6e",
      "fileid": "https://r2.ropensci.org/5ebcc262ed58f6832a784dd072778ff8934bcc16648f19330a61cfd9c7fa064f",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zeileis/actions/runs/29142083445"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2-0",
      "date": "2026-07-11T06:04:31.000Z",
      "commit": "861432cfc097e26ea36940c174227ff1151eac6e",
      "fileid": "https://r2.ropensci.org/1014a092f7a1fb8387815bfad57e6762bc7a0a7b07f78aa55f22f9892b8f6c9c",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zeileis/actions/runs/29142083445"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.2-0",
      "date": "2026-07-11T06:04:43.000Z",
      "commit": "861432cfc097e26ea36940c174227ff1151eac6e",
      "fileid": "https://r2.ropensci.org/805ed65e19a90879613783741a2218a29b5358ffdb4a3a2b1b1cc5d0f101059c",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zeileis/actions/runs/29142083445"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.2-0",
      "date": "2026-07-11T06:05:14.000Z",
      "commit": "861432cfc097e26ea36940c174227ff1151eac6e",
      "fileid": "https://r2.ropensci.org/fa0756412a847168507cbe65fb3d5d8bc7fb81414c21789a0d8ac9e1b1bd8f06",
      "status": "success",
      "buildurl": "https://github.com/r-universe/zeileis/actions/runs/29142083445"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2-0",
      "date": "2026-07-11T06:05:18.000Z",
      "commit": "861432cfc097e26ea36940c174227ff1151eac6e",
      "fileid": "https://r2.ropensci.org/8bc123e11426b20c52d23456257907278297be36eabbfd90e576db1725eb0989",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zeileis/actions/runs/29142083445"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.2-0",
      "date": "2026-07-11T06:04:29.000Z",
      "commit": "861432cfc097e26ea36940c174227ff1151eac6e",
      "fileid": "https://r2.ropensci.org/bda6467ce6163724620ff62a7716683a3a3a429c5c0fe7efca1790edc005f17e",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zeileis/actions/runs/29142083445"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.2-0",
      "date": "2026-07-11T06:04:16.000Z",
      "commit": "861432cfc097e26ea36940c174227ff1151eac6e",
      "fileid": "https://r2.ropensci.org/3e34cb59bd54851830173f8017e0aad29d8addfbe58e59e970f7170fa88cf2f1",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zeileis/actions/runs/29142083445"
    }
  ]
}