{
  "_id": "6a3bb72d5cdecea1d682dc65",
  "Package": "lqmm",
  "Type": "Package",
  "Title": "Linear Quantile Mixed Models",
  "Version": "1.5.8",
  "Date": "2022-04-05",
  "Author": "Marco Geraci",
  "Maintainer": "Marco Geraci <marco.geraci@uniroma1.it>",
  "Description": "Functions to fit quantile regression models for\nhierarchical data (2-level nested designs) as described in\nGeraci and Bottai (2014, Statistics and Computing)\n<doi:10.1007/s11222-013-9381-9>. A vignette is given in Geraci\n(2014, Journal of Statistical Software)\n<doi:10.18637/jss.v057.i13> and included in the package\ndocuments. The packages also provides functions to fit quantile\nmodels for independent data and for count responses.",
  "License": "GPL (>= 2)",
  "LazyLoad": "yes",
  "RoxygenNote": "7.0.2",
  "Encoding": "UTF-8",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-06-24 10:41:26 UTC",
    "User": "root"
  },
  "Repository": "https://marco-geraci.r-universe.dev",
  "Date/Publication": "2022-04-06 12:52:30 UTC",
  "RemoteUrl": "https://github.com/cran/lqmm",
  "RemoteRef": "HEAD",
  "RemoteSha": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
  "MD5sum": "1441500aad6c419bb5c1761e0a933db7",
  "_user": "marco-geraci",
  "_type": "src",
  "_file": "lqmm_1.5.8.tar.gz",
  "_fileid": "de9889a61cd234677720018e20c499545cb0fe522a593d084b607fbb72a6732d",
  "_filesize": 308188,
  "_sha256": "de9889a61cd234677720018e20c499545cb0fe522a593d084b607fbb72a6732d",
  "_created": "2026-06-24T10:41:26.000Z",
  "_published": "2026-06-24T10:53:33.634Z",
  "_distro": "resolute",
  "_jobs": [
    {
      "job": 83174755252,
      "time": 167,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7847201156"
    },
    {
      "job": 83174755323,
      "time": 105,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7847180141"
    },
    {
      "job": 83174755307,
      "time": 115,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7847184313"
    },
    {
      "job": 83174755267,
      "time": 114,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7847183391"
    },
    {
      "job": 83174755334,
      "time": 96,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7847315330"
    },
    {
      "job": 83174755310,
      "time": 175,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7847376933"
    },
    {
      "job": 83174755348,
      "time": 88,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7847361907"
    },
    {
      "job": 83174755224,
      "time": 272,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7847373638"
    },
    {
      "job": 83174297496,
      "time": 159,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7847142932"
    },
    {
      "job": 83174755374,
      "time": 100,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7847177878"
    },
    {
      "job": 83174755241,
      "time": 79,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7847171059"
    },
    {
      "job": 83174755227,
      "time": 90,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7847174231"
    },
    {
      "job": 83174755239,
      "time": 79,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7847170750"
    }
  ],
  "_buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/lqmm",
  "_commit": {
    "id": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
    "author": "Marco Geraci <marco.geraci@uniroma1.it>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.5.8\n",
    "time": 1649249550
  },
  "_maintainer": {
    "name": "Marco Geraci",
    "email": "marco.geraci@uniroma1.it",
    "login": "marco-geraci",
    "description": "",
    "uuid": 41693576
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.0.0",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "nlme",
      "version": ">= 3.1-124",
      "role": "Imports"
    },
    {
      "package": "SparseGrid",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 5,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "marco-geraci",
      "count": 2,
      "uuid": 41693576
    }
  ],
  "_userbio": {
    "uuid": 41693576,
    "type": "user",
    "name": "Marco Geraci",
    "followers": 5
  },
  "_downloads": {
    "count": 4831,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/lqmm"
  },
  "_mentions": 10,
  "_searchresults": 131,
  "_topics": [
    "openblas"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/lqmm.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "manual.pdf"
  ],
  "_realowner": "marco-geraci",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0",
      "date": "2012-04-29"
    },
    {
      "version": "1.01",
      "date": "2012-05-31"
    },
    {
      "version": "1.02",
      "date": "2012-09-15"
    },
    {
      "version": "1.03",
      "date": "2013-04-30"
    },
    {
      "version": "1.04",
      "date": "2014-01-09"
    },
    {
      "version": "1.5",
      "date": "2014-05-01"
    },
    {
      "version": "1.5.1",
      "date": "2014-12-16"
    },
    {
      "version": "1.5.2",
      "date": "2015-09-23"
    },
    {
      "version": "1.5.3",
      "date": "2016-02-03"
    },
    {
      "version": "1.5.4",
      "date": "2018-04-13"
    },
    {
      "version": "1.5.5",
      "date": "2019-12-13"
    },
    {
      "version": "1.5.6",
      "date": "2021-11-07"
    },
    {
      "version": "1.5.8",
      "date": "2022-04-06"
    }
  ],
  "_exports": [
    "addnoise",
    "allVarsRec",
    "asOneFormula",
    "bandwidth.rq",
    "boot",
    "boot.lqm",
    "boot.lqmm",
    "C_gradientSh",
    "C_gradientSi",
    "C_ll_h",
    "coef.lqm",
    "coef.lqm.counts",
    "coef.lqmm",
    "covHandling",
    "createLaguerre",
    "dal",
    "errorHandling",
    "extractAll",
    "extractBoot",
    "extractBoot.boot.lqmm",
    "F.lqm",
    "gauss.quad",
    "gauss.quad.prob",
    "gradientSi",
    "invTfun",
    "invvarAL",
    "is.positive.definite",
    "logLik.lqm",
    "logLik.lqmm",
    "loglik.s",
    "loglik.t",
    "logliki",
    "lqm",
    "lqm.counts",
    "lqm.fit.gs",
    "lqmControl",
    "lqmm",
    "lqmm.fit.df",
    "lqmm.fit.gs",
    "lqmmControl",
    "make.positive.definite",
    "meanAL",
    "mleAL",
    "pal",
    "permutations",
    "predict.lqm",
    "predict.lqm.counts",
    "predict.lqmm",
    "predint",
    "predint.lqmm",
    "print.lqm",
    "print.lqm.counts",
    "print.lqmm",
    "print.summary.lqm",
    "print.summary.lqmm",
    "qal",
    "quad",
    "ral",
    "ranef",
    "ranef.lqmm",
    "residuals.lqm",
    "residuals.lqm.counts",
    "residuals.lqmm",
    "score.al",
    "summary.boot.lqm",
    "summary.boot.lqmm",
    "summary.lqm",
    "summary.lqmm",
    "switch_check",
    "Tfun",
    "theta.z.dim",
    "varAL",
    "VarCorr",
    "VarCorr.lqmm"
  ],
  "_datasets": [
    {
      "name": "labor",
      "title": "Labor Pain Data",
      "object": "labor",
      "file": "labor.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "subject",
        "pain",
        "treatment",
        "time"
      ],
      "rows": 358,
      "table": true,
      "tojson": true
    },
    {
      "name": "Orthodont",
      "title": "Growth curve data on an orthdontic measurement",
      "object": "Orthodont",
      "file": "Orthodont.rda",
      "class": [
        "nfnGroupedData",
        "nfGroupedData",
        "groupedData",
        "data.frame"
      ],
      "fields": [
        "distance",
        "age",
        "Subject",
        "Sex"
      ],
      "rows": 108,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "lqmm-package",
      "title": "Linear Quantile Models and Linear Quantile Mixed Models",
      "topics": [
        "lqmm-package"
      ]
    },
    {
      "page": "boot",
      "title": "Bootstrap functions for LQM and LQMM",
      "topics": [
        "boot",
        "boot.lqm",
        "boot.lqmm"
      ]
    },
    {
      "page": "coef.lqm",
      "title": "Extract LQM Coefficients",
      "topics": [
        "coef.lqm",
        "coef.lqm.counts"
      ]
    },
    {
      "page": "coef.lqmm",
      "title": "Extract LQMM Coefficients",
      "topics": [
        "coef.lqmm"
      ]
    },
    {
      "page": "covHandling",
      "title": "Variance-Covariance Matrix",
      "topics": [
        "covHandling"
      ]
    },
    {
      "page": "dal",
      "title": "The Asymmetric Laplace Distribution",
      "topics": [
        "dal",
        "pal",
        "qal",
        "ral"
      ]
    },
    {
      "page": "extractBoot",
      "title": "Extract Fixed and Random Bootstrapped Parameters",
      "topics": [
        "extractBoot",
        "extractBoot.boot.lqmm"
      ]
    },
    {
      "page": "gauss.quad",
      "title": "Gaussian Quadrature",
      "topics": [
        "gauss.quad"
      ]
    },
    {
      "page": "gauss.quad.prob",
      "title": "Gaussian Quadrature",
      "topics": [
        "gauss.quad.prob"
      ]
    },
    {
      "page": "is.positive.definite",
      "title": "Test for Positive Definiteness",
      "topics": [
        "is.positive.definite"
      ]
    },
    {
      "page": "labor",
      "title": "Labor Pain Data",
      "topics": [
        "labor"
      ]
    },
    {
      "page": "logLik.lqm",
      "title": "Extract Log-Likelihood",
      "topics": [
        "logLik.lqm"
      ]
    },
    {
      "page": "logLik.lqmm",
      "title": "Extract Log-Likelihood",
      "topics": [
        "logLik.lqmm"
      ]
    },
    {
      "page": "lqm",
      "title": "Fitting Linear Quantile Models",
      "topics": [
        "lqm"
      ]
    },
    {
      "page": "lqm.counts",
      "title": "Quantile Regression for Counts",
      "topics": [
        "lqm.counts"
      ]
    },
    {
      "page": "lqm.fit.gs",
      "title": "Quantile Regression Fitting by Gradient Search",
      "topics": [
        "lqm.fit.gs"
      ]
    },
    {
      "page": "lqmControl",
      "title": "Control parameters for lqm estimation",
      "topics": [
        "lqmControl"
      ]
    },
    {
      "page": "lqmm",
      "title": "Fitting Linear Quantile Mixed Models",
      "topics": [
        "lqmm"
      ]
    },
    {
      "page": "lqmm.fit.df",
      "title": "Linear Quantile Mixed Models Fitting by Derivative-Free Optimization",
      "topics": [
        "lqmm.fit.df"
      ]
    },
    {
      "page": "lqmm.fit.gs",
      "title": "Linear Quantile Mixed Models Fitting by Gradient Search",
      "topics": [
        "lqmm.fit.gs"
      ]
    },
    {
      "page": "lqmmControl",
      "title": "Control parameters for lqmm estimation",
      "topics": [
        "lqmmControl"
      ]
    },
    {
      "page": "make.positive.definite",
      "title": "Compute Nearest Positive Definite Matrix",
      "topics": [
        "make.positive.definite"
      ]
    },
    {
      "page": "meanAL",
      "title": "Functions for Asymmetric Laplace Distribution Parameters",
      "topics": [
        "invvarAL",
        "meanAL",
        "varAL"
      ]
    },
    {
      "page": "mleAL",
      "title": "Maximum Likelihood Estimation of Asymmetric Laplace Distribution",
      "topics": [
        "mleAL"
      ]
    },
    {
      "page": "Orthodont",
      "title": "Growth curve data on an orthdontic measurement",
      "topics": [
        "Orthodont"
      ]
    },
    {
      "page": "predict.lqm",
      "title": "Predictions from LQM Objects",
      "topics": [
        "predict.lqm",
        "predict.lqm.counts"
      ]
    },
    {
      "page": "predict.lqmm",
      "title": "Predictions from an 'lqmm' Object",
      "topics": [
        "predict.lqmm",
        "predint",
        "predint.lqmm"
      ]
    },
    {
      "page": "print.lqm",
      "title": "Print LQM Objects",
      "topics": [
        "print.lqm",
        "print.lqm.counts"
      ]
    },
    {
      "page": "print.lqmm",
      "title": "Print an 'lqmm' Object",
      "topics": [
        "print.lqmm"
      ]
    },
    {
      "page": "print.summary.lqm",
      "title": "Print an 'lqm' Summary Object",
      "topics": [
        "print.summary.lqm"
      ]
    },
    {
      "page": "print.summary.lqmm",
      "title": "Print an 'lqmm' Summary Object",
      "topics": [
        "print.summary.lqmm"
      ]
    },
    {
      "page": "ranef",
      "title": "Extract Random Effects",
      "topics": [
        "ranef",
        "ranef.lqmm"
      ]
    },
    {
      "page": "residuals.lqm",
      "title": "Residuals from an LQM Objects",
      "topics": [
        "residuals.lqm",
        "residuals.lqm.counts"
      ]
    },
    {
      "page": "residuals.lqmm",
      "title": "Residuals from an 'lqmm' Object",
      "topics": [
        "residuals.lqmm"
      ]
    },
    {
      "page": "summary.boot.lqm",
      "title": "Summary for a 'boot.lqm' Object",
      "topics": [
        "summary.boot.lqm"
      ]
    },
    {
      "page": "summary.boot.lqmm",
      "title": "Summary for a 'boot.lqmm' Object",
      "topics": [
        "summary.boot.lqmm"
      ]
    },
    {
      "page": "summary.lqm",
      "title": "Summary for an 'lqm' Object",
      "topics": [
        "summary.lqm"
      ]
    },
    {
      "page": "summary.lqmm",
      "title": "Summary for an 'lqmm' Object",
      "topics": [
        "summary.lqmm"
      ]
    },
    {
      "page": "VarCorr",
      "title": "Extract Variance-Covariance Matrix",
      "topics": [
        "VarCorr",
        "VarCorr.lqmm"
      ]
    }
  ],
  "_rundeps": [
    "lattice",
    "nlme",
    "SparseGrid"
  ],
  "_sysdeps": [
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.32+ds-5",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    }
  ],
  "_score": 4.9773995921979655,
  "_indexed": true,
  "_nocasepkg": "lqmm",
  "_universes": [
    "marco-geraci"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.5.8",
      "date": "2026-06-24T10:44:21.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "e75606e2b18808f732be9b262c5ee01de74374c2f852e55cddea1d22a0223631",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.5.8",
      "date": "2026-06-24T10:43:14.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "7511b84cb43d429f1116064e93c75174ce40f5a4187faebe5d1d8acde78f1298",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.5.8",
      "date": "2026-06-24T10:43:32.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "97e694adc810fdc3abf45fd7433f2aacf0da48bf948aac79a79e2a86f473c75a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.5.8",
      "date": "2026-06-24T10:43:22.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "3086d864574e813b2d06121f5eb25a100ce9cdff2d061a2e3a83df7c75031d02",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.5.8",
      "date": "2026-06-24T10:50:02.000Z",
      "arch": "aarch64",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "ab8cea9ec658dadf41c8701c561e4f05a19645216295d4fd315541d7a37c8015",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.5.8",
      "date": "2026-06-24T10:52:53.000Z",
      "arch": "x86_64",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "ac721f07c781e8fe4550f4dbb73dcd6f7ddc805a3e3f095caaa68fcfaf6a1a13",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.5.8",
      "date": "2026-06-24T10:52:19.000Z",
      "arch": "aarch64",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "476bd25e0454727f4de36d135946b3b437d6bc7c7103a79b55e996e0ad14e20e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.5.8",
      "date": "2026-06-24T10:52:28.000Z",
      "arch": "x86_64",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "1ff90e07627ea42e37a3483070350a7d01e9e5633833462eeb863827c6e5672b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.5.8",
      "date": "2026-06-24T10:43:24.000Z",
      "arch": "emscripten",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "c6ada63e4188d02c2f8cbfacc7c39397199b512d9ef1d3f765c6f122f76cab8a",
      "status": "success",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.5.8",
      "date": "2026-06-24T10:42:32.000Z",
      "arch": "x86_64",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "63a96e968c416819c367fd5727f838de9e787e8eb1dc5aab1b08118b3b18e186",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.5.8",
      "date": "2026-06-24T10:42:42.000Z",
      "arch": "x86_64",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "4cd9cedcc15b77309dec016fb25763ec55f892cb2cd8ae0125263392f8304671",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.5.8",
      "date": "2026-06-24T10:42:32.000Z",
      "arch": "x86_64",
      "commit": "1e67c5514e05670ff93dfb381ec8c31da44ecb1d",
      "fileid": "c2ccddeadc14bbd92b8ca5a1de2cab7f6b9d1c8077710a0cecba742561f0b27a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/marco-geraci/actions/runs/28092661968"
    }
  ]
}