{
  "_id": "6ab804af99f7aa8c6aa3482c",
  "Package": "RTMBdist",
  "Type": "Package",
  "Title": "Distributions Compatible with Automatic Differentiation by\n'RTMB'",
  "Version": "1.2.0",
  "Authors@R": "c(\nperson(given = \"Jan-Ole\", family = \"Fischer\",\nemail = \"jan-ole.fischer@mailbox.org\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0009-0004-1556-9053\")))",
  "Description": "Extends the functionality of the 'RTMB'\n<https://kaskr.r-universe.dev/RTMB> package by providing a\ncollection of non-standard probability distributions compatible\nwith automatic differentiation (AD). While 'RTMB' enables\nflexible and efficient modelling, including random effects, its\nbuilt-in support is limited to standard distributions. The\npackage adds additional AD-compatible distributions, broadening\nthe range of models that can be implemented and estimated using\n'RTMB'. Automatic differentiation and Laplace approximation are\ndescribed in Kristensen et al. (2016)\n<doi:10.18637/jss.v070.i05>.",
  "License": "GPL-2 | GPL-3",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "Config/testthat/edition": "3",
  "URL": "https://janolefi.github.io/RTMBdist/",
  "VignetteBuilder": "knitr",
  "Repository": "https://janolefi.r-universe.dev",
  "Date/Publication": "2026-09-26 16:33:53 UTC",
  "RemoteUrl": "https://github.com/janolefi/rtmbdist",
  "RemoteRef": "HEAD",
  "RemoteSha": "6231389610d862f610d0dff95a4612a333744788",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-09-26 17:35:31 UTC",
    "User": "root"
  },
  "Author": "Jan-Ole Fischer [aut, cre] (ORCID:\n<https://orcid.org/0009-0004-1556-9053>)",
  "Maintainer": "Jan-Ole Fischer <jan-ole.fischer@mailbox.org>",
  "_user": "janolefi",
  "_type": "src",
  "_file": "RTMBdist_1.2.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/d54ef311601ad7b341d189c86b21c362d91426d4aee883ea858d9c53e86b6d0d",
  "_filesize": 1717464,
  "_sha256": "d54ef311601ad7b341d189c86b21c362d91426d4aee883ea858d9c53e86b6d0d",
  "_expires": "2027-01-04T17:45:17.000Z",
  "_created": "2026-09-26T17:35:31.000Z",
  "_published": "2026-09-26T17:45:19.658Z",
  "_jobs": [
    {
      "job": 108452780061,
      "time": 278,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10911454704"
    },
    {
      "job": 108452780025,
      "time": 249,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10912080546"
    },
    {
      "job": 108452780108,
      "time": 170,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10912140589"
    },
    {
      "job": 108452780045,
      "time": 228,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10912070858"
    },
    {
      "job": 108450270566,
      "time": 909,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10911832489"
    },
    {
      "job": 108452779950,
      "time": 133,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "10911548512"
    },
    {
      "job": 108452780039,
      "time": 231,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10911683302"
    },
    {
      "job": 108452780044,
      "time": 195,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10911862862"
    },
    {
      "job": 108452779992,
      "time": 210,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10911294476"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/janolefi/actions/runs/36258690082",
  "_status": "success",
  "_upstream": "https://github.com/janolefi/rtmbdist",
  "_commit": {
    "id": "6231389610d862f610d0dff95a4612a333744788",
    "author": "Jan-Ole Koslik <101901166+janoleko@users.noreply.github.com>",
    "committer": "Jan-Ole Koslik <101901166+janoleko@users.noreply.github.com>",
    "message": "Using pnorm(log.p = TRUE) instead of log(1e-300 + pnorm()) for accurate tails\n\nCo-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>\n",
    "time": 1790440433
  },
  "_maintainer": {
    "name": "Jan-Ole Fischer",
    "email": "jan-ole.fischer@mailbox.org",
    "orcid": "0009-0004-1556-9053"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "RTMB",
      "version": ">= 2.0",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "circular",
      "role": "Imports"
    },
    {
      "package": "sn",
      "role": "Imports"
    },
    {
      "package": "statmod",
      "role": "Imports"
    },
    {
      "package": "movMF",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "TMB",
      "role": "Suggests"
    },
    {
      "package": "gamlss.data",
      "role": "Suggests"
    },
    {
      "package": "mvtnorm",
      "role": "Suggests"
    },
    {
      "package": "LaMa",
      "version": ">= 2.1.2",
      "role": "Suggests"
    },
    {
      "package": "moveHMM",
      "role": "Suggests"
    }
  ],
  "_owner": "janolefi",
  "_selfowned": true,
  "_usedby": 2,
  "_updates": [
    {
      "week": "2025-39",
      "n": 35
    },
    {
      "week": "2025-40",
      "n": 14
    },
    {
      "week": "2025-41",
      "n": 1
    },
    {
      "week": "2025-42",
      "n": 3
    },
    {
      "week": "2025-44",
      "n": 9
    },
    {
      "week": "2025-46",
      "n": 3
    },
    {
      "week": "2025-47",
      "n": 2
    },
    {
      "week": "2025-48",
      "n": 3
    },
    {
      "week": "2026-03",
      "n": 11
    },
    {
      "week": "2026-07",
      "n": 1
    },
    {
      "week": "2026-08",
      "n": 2
    },
    {
      "week": "2026-09",
      "n": 6
    },
    {
      "week": "2026-11",
      "n": 14
    },
    {
      "week": "2026-12",
      "n": 2
    },
    {
      "week": "2026-13",
      "n": 4
    },
    {
      "week": "2026-14",
      "n": 8
    },
    {
      "week": "2026-15",
      "n": 6
    },
    {
      "week": "2026-16",
      "n": 1
    },
    {
      "week": "2026-20",
      "n": 7
    },
    {
      "week": "2026-21",
      "n": 18
    },
    {
      "week": "2026-22",
      "n": 2
    },
    {
      "week": "2026-28",
      "n": 7
    },
    {
      "week": "2026-30",
      "n": 4
    },
    {
      "week": "2026-31",
      "n": 2
    },
    {
      "week": "2026-32",
      "n": 3
    },
    {
      "week": "2026-33",
      "n": 3
    },
    {
      "week": "2026-35",
      "n": 2
    },
    {
      "week": "2026-36",
      "n": 3
    },
    {
      "week": "2026-37",
      "n": 14
    },
    {
      "week": "2026-39",
      "n": 19
    }
  ],
  "_tags": [],
  "_stars": 4,
  "_contributors": [
    {
      "user": "janolefi",
      "count": 362,
      "uuid": 101901166
    },
    {
      "user": "kaskr",
      "count": 2,
      "uuid": 5426937
    }
  ],
  "_userbio": {
    "uuid": 101901166,
    "type": "user",
    "name": "Jan-Ole Fischer",
    "followers": 26,
    "description": "PhD student in Statistics @Bielefeld University 📈"
  },
  "_downloads": {
    "count": 629,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/RTMBdist"
  },
  "_devurl": "https://github.com/janolefi/rtmbdist",
  "_pkgdown": "https://janolefi.github.io/RTMBdist/",
  "_searchresults": 22,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/RTMBdist.html"
  ],
  "_homeurl": "https://github.com/janolefi/rtmbdist",
  "_realowner": "janolefi",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2025-10-07"
    },
    {
      "version": "1.0.0",
      "date": "2026-01-13"
    },
    {
      "version": "1.0.1",
      "date": "2026-02-24"
    },
    {
      "version": "1.0.2",
      "date": "2026-03-16"
    },
    {
      "version": "1.0.3",
      "date": "2026-04-01"
    },
    {
      "version": "1.0.4",
      "date": "2026-04-09"
    },
    {
      "version": "1.0.5",
      "date": "2026-07-22"
    },
    {
      "version": "1.0.6",
      "date": "2026-08-21"
    },
    {
      "version": "1.1.0",
      "date": "2026-09-08"
    }
  ],
  "_exports": [
    "abs_smooth",
    "cclayton",
    "Cclayton",
    "cfold",
    "cfrank",
    "Cfrank",
    "cgaussian",
    "cgmrf",
    "cgumbel",
    "Cgumbel",
    "cjw",
    "cmvgauss",
    "dbccg",
    "dbcpe",
    "dbct",
    "dbell",
    "dbell2",
    "dbeta",
    "dbeta2",
    "dbetabinom",
    "dbetaprime",
    "dbnbinom",
    "dbnbinom2",
    "dcombinom",
    "dcopula",
    "ddcopula",
    "ddirichlet",
    "ddirmult",
    "dexgauss",
    "dfoldnorm",
    "dfrechet",
    "dgamma2",
    "dgengamma",
    "dgenpois",
    "dgeom.ad",
    "dgev",
    "dgompertz",
    "dgpd",
    "dgumbel",
    "dhalfcauchy",
    "dhalft",
    "dhbetabinom",
    "dhbinom",
    "dhgeom",
    "dhnbinom",
    "dhnbinom2",
    "dhpois",
    "dinvchisq",
    "dinvgamma",
    "dinvgauss",
    "djsu",
    "djsu2",
    "dkumar",
    "dlaplace",
    "dllogis",
    "dmvcopula",
    "dmvt",
    "dnbinom2",
    "doibeta",
    "doibeta2",
    "dpareto",
    "dpgweibull",
    "dpowerexp",
    "dpowerexp2",
    "dskellam",
    "dskewnorm",
    "dskewnorm2",
    "dskewt",
    "dskewt2",
    "dt2",
    "dtruncnorm",
    "dtrunct",
    "dtrunct2",
    "dvm",
    "dvmf",
    "dvmf2",
    "dwaring",
    "dwishart",
    "dwrpcauchy",
    "dyules",
    "dzibeta",
    "dzibeta2",
    "dzibetabinom",
    "dzibinom",
    "dzigamma",
    "dzigamma2",
    "dzigeom",
    "dziinvgauss",
    "dzilnorm",
    "dzinbinom",
    "dzinbinom2",
    "dzipois",
    "dziweibull",
    "dzoibeta",
    "dzoibeta2",
    "dztbetabinom",
    "dztbinom",
    "dztgeom",
    "dztnbinom",
    "dztnbinom2",
    "dztpois",
    "erf",
    "erfc",
    "hpgweibull",
    "lambertW",
    "laplace_check",
    "mcreport",
    "pbccg",
    "pbcpe",
    "pbct",
    "pbell",
    "pbell2",
    "pbeta2",
    "pbetabinom",
    "pbetaprime",
    "pbnbinom",
    "pbnbinom2",
    "pcombinom",
    "pexgauss",
    "pfoldnorm",
    "pfrechet",
    "pgamma2",
    "pgengamma",
    "pgenpois",
    "pgeom.ad",
    "pgev",
    "pgompertz",
    "pgpd",
    "pgumbel",
    "phalfcauchy",
    "phalft",
    "phbetabinom",
    "phbinom",
    "phgeom",
    "phnbinom",
    "phnbinom2",
    "phpois",
    "pinvchisq",
    "pinvgamma",
    "pinvgauss",
    "pjsu",
    "pjsu2",
    "pkumar",
    "plaplace",
    "pllogis",
    "plnorm.ad",
    "pnbinom2",
    "poibeta",
    "poibeta2",
    "ppareto",
    "ppgweibull",
    "ppowerexp",
    "ppowerexp2",
    "pskellam",
    "pskewnorm",
    "pskewnorm2",
    "pskewt",
    "pskewt2",
    "pt.ad",
    "pt2",
    "ptruncnorm",
    "ptrunct",
    "ptrunct2",
    "pvm",
    "pwaring",
    "pwrpcauchy",
    "pyules",
    "pzibeta",
    "pzibeta2",
    "pzibetabinom",
    "pzibinom",
    "pzigamma",
    "pzigamma2",
    "pzigeom",
    "pziinvgauss",
    "pzilnorm",
    "pzinbinom",
    "pzinbinom2",
    "pzipois",
    "pziweibull",
    "pzoibeta",
    "pzoibeta2",
    "pztbetabinom",
    "pztbinom",
    "pztgeom",
    "pztnbinom",
    "pztnbinom2",
    "pztpois",
    "qbccg",
    "qbcpe",
    "qbct",
    "qbell",
    "qbell2",
    "qbeta2",
    "qbetaprime",
    "qcombinom",
    "qexgauss",
    "qfrechet",
    "qgamma2",
    "qgengamma",
    "qgenpois",
    "qgev",
    "qgompertz",
    "qgpd",
    "qgumbel",
    "qhalfcauchy",
    "qhalft",
    "qinvchisq",
    "qinvgamma",
    "qinvgauss",
    "qjsu",
    "qjsu2",
    "qkumar",
    "qlaplace",
    "qllogis",
    "qnbinom2",
    "qpareto",
    "qpgweibull",
    "qpowerexp",
    "qpowerexp2",
    "qskewnorm",
    "qskewnorm2",
    "qskewt",
    "qskewt2",
    "qt2",
    "qtruncnorm",
    "qtrunct",
    "qtrunct2",
    "qwrpcauchy",
    "rbccg",
    "rbcpe",
    "rbct",
    "rbell",
    "rbell2",
    "rbeta2",
    "rbetabinom",
    "rbetaprime",
    "rbnbinom",
    "rbnbinom2",
    "rcombinom",
    "rdirichlet",
    "rdirmult",
    "rexgauss",
    "rfoldnorm",
    "rfrechet",
    "rgamma2",
    "rgengamma",
    "rgenpois",
    "rgev",
    "rgmrf",
    "rgompertz",
    "rgpd",
    "rgumbel",
    "rhalfcauchy",
    "rhalft",
    "rhbetabinom",
    "rhbinom",
    "rhgeom",
    "rhnbinom",
    "rhnbinom2",
    "rhpois",
    "rinvchisq",
    "rinvgamma",
    "rinvgauss",
    "rjsu",
    "rjsu2",
    "rkumar",
    "rlaplace",
    "rllogis",
    "rmvt",
    "rnbinom2",
    "roibeta",
    "roibeta2",
    "rpareto",
    "rpgweibull",
    "rpowerexp",
    "rpowerexp2",
    "rskellam",
    "rskewnorm",
    "rskewnorm2",
    "rskewt",
    "rskewt2",
    "rt2",
    "rtruncnorm",
    "rtrunct",
    "rtrunct2",
    "rvm",
    "rvmf",
    "rvmf2",
    "rwaring",
    "rwishart",
    "rwrpcauchy",
    "ryules",
    "rzibeta",
    "rzibeta2",
    "rzibetabinom",
    "rzibinom",
    "rzigamma",
    "rzigamma2",
    "rzigeom",
    "rziinvgauss",
    "rzilnorm",
    "rzinbinom",
    "rzinbinom2",
    "rzipois",
    "rziweibull",
    "rzoibeta",
    "rzoibeta2",
    "rztbetabinom",
    "rztbinom",
    "rztgeom",
    "rztnbinom",
    "rztnbinom2",
    "rztpois",
    "spgweibull",
    "zero_inflate"
  ],
  "_help": [
    {
      "page": "abs_smooth",
      "title": "Smooth approximation to the absolute value function",
      "topics": [
        "abs_smooth"
      ]
    },
    {
      "page": "bccg",
      "title": "Box–Cox Cole and Green distribution (BCCG)",
      "topics": [
        "bccg",
        "dbccg",
        "pbccg",
        "qbccg",
        "rbccg"
      ]
    },
    {
      "page": "bcpe",
      "title": "Box-Cox Power Exponential distribution (BCPE)",
      "topics": [
        "bcpe",
        "dbcpe",
        "pbcpe",
        "qbcpe",
        "rbcpe"
      ]
    },
    {
      "page": "bct",
      "title": "Box–Cox t distribution (BCT)",
      "topics": [
        "bct",
        "dbct",
        "pbct",
        "qbct",
        "rbct"
      ]
    },
    {
      "page": "bell",
      "title": "Bell distribution",
      "topics": [
        "bell",
        "dbell",
        "pbell",
        "qbell",
        "rbell"
      ]
    },
    {
      "page": "bell2",
      "title": "Reparameterised Bell distribution",
      "topics": [
        "bell2",
        "dbell2",
        "pbell2",
        "qbell2",
        "rbell2"
      ]
    },
    {
      "page": "beta2",
      "title": "Reparameterised beta distribution",
      "topics": [
        "beta2",
        "dbeta",
        "dbeta2",
        "pbeta2",
        "qbeta2",
        "rbeta2"
      ]
    },
    {
      "page": "betabinom",
      "title": "Beta-binomial distribution",
      "topics": [
        "betabinom",
        "dbetabinom",
        "pbetabinom",
        "rbetabinom"
      ]
    },
    {
      "page": "betaprime",
      "title": "Beta prime distribution",
      "topics": [
        "betaprime",
        "dbetaprime",
        "pbetaprime",
        "qbetaprime",
        "rbetaprime"
      ]
    },
    {
      "page": "bnbinom",
      "title": "Beta-negative binomial distribution",
      "topics": [
        "bnbinom",
        "dbnbinom",
        "pbnbinom",
        "rbnbinom"
      ]
    },
    {
      "page": "bnbinom2",
      "title": "Reparameterised beta-negative binomial distribution",
      "topics": [
        "bnbinom2",
        "dbnbinom2",
        "pbnbinom2",
        "rbnbinom2"
      ]
    },
    {
      "page": "cclayton",
      "title": "Clayton copula constructors",
      "topics": [
        "Cclayton",
        "cclayton"
      ]
    },
    {
      "page": "cfold",
      "title": "Folded circular-linear copula constructor",
      "topics": [
        "cfold"
      ]
    },
    {
      "page": "cfrank",
      "title": "Frank copula constructor",
      "topics": [
        "Cfrank",
        "cfrank"
      ]
    },
    {
      "page": "cgaussian",
      "title": "Gaussian copula constructor",
      "topics": [
        "cgaussian"
      ]
    },
    {
      "page": "cgmrf",
      "title": "Multivariate Gaussian copula constructor parameterised by inverse correlation matrix",
      "topics": [
        "cgmrf"
      ]
    },
    {
      "page": "cgumbel",
      "title": "Gumbel copula constructors",
      "topics": [
        "Cgumbel",
        "cgumbel"
      ]
    },
    {
      "page": "cjw",
      "title": "Johnson-Wehrly circular-linear copula constructor",
      "topics": [
        "cjw"
      ]
    },
    {
      "page": "cmvgauss",
      "title": "Multivariate Gaussian copula constructor",
      "topics": [
        "cmvgauss"
      ]
    },
    {
      "page": "combinom",
      "title": "Conway-Maxwell-binomial distribution",
      "topics": [
        "combinom",
        "dcombinom",
        "pcombinom",
        "qcombinom",
        "rcombinom"
      ]
    },
    {
      "page": "dcopula",
      "title": "Joint density under a bivariate copula",
      "topics": [
        "dcopula"
      ]
    },
    {
      "page": "ddcopula",
      "title": "Joint probability under a discrete bivariate copula",
      "topics": [
        "ddcopula"
      ]
    },
    {
      "page": "dirichlet",
      "title": "Dirichlet distribution",
      "topics": [
        "ddirichlet",
        "dirichlet",
        "rdirichlet"
      ]
    },
    {
      "page": "dirmult",
      "title": "Dirichlet-multinomial distribution",
      "topics": [
        "ddirmult",
        "dirmult",
        "rdirmult"
      ]
    },
    {
      "page": "dmvcopula",
      "title": "Joint density under a multivariate copula",
      "topics": [
        "dmvcopula"
      ]
    },
    {
      "page": "erf",
      "title": "AD-compatible error function and complementary error function",
      "topics": [
        "erf",
        "erfc"
      ]
    },
    {
      "page": "exgauss",
      "title": "Exponentially modified Gaussian distribution",
      "topics": [
        "dexgauss",
        "exgauss",
        "pexgauss",
        "qexgauss",
        "rexgauss"
      ]
    },
    {
      "page": "foldnorm",
      "title": "Folded normal distribution",
      "topics": [
        "dfoldnorm",
        "foldnorm",
        "pfoldnorm",
        "rfoldnorm"
      ]
    },
    {
      "page": "frechet",
      "title": "Frechet distribution",
      "topics": [
        "dfrechet",
        "frechet",
        "pfrechet",
        "qfrechet",
        "rfrechet"
      ]
    },
    {
      "page": "gamma2",
      "title": "Reparameterised gamma distribution",
      "topics": [
        "dgamma2",
        "gamma2",
        "pgamma2",
        "qgamma2",
        "rgamma2"
      ]
    },
    {
      "page": "gengamma",
      "title": "Generalised Gamma distribution (GG)",
      "topics": [
        "dgengamma",
        "gengamma",
        "pgengamma",
        "qgengamma",
        "rgengamma"
      ]
    },
    {
      "page": "genpois",
      "title": "Generalised Poisson distribution",
      "topics": [
        "dgenpois",
        "genpois",
        "pgenpois",
        "qgenpois",
        "rgenpois"
      ]
    },
    {
      "page": "geom.ad",
      "title": "AD-compatible geometric distribution",
      "topics": [
        "dgeom.ad",
        "geom.ad",
        "pgeom.ad"
      ]
    },
    {
      "page": "gev",
      "title": "Generalised extreme value distribution",
      "topics": [
        "dgev",
        "gev",
        "pgev",
        "qgev",
        "rgev"
      ]
    },
    {
      "page": "gompertz",
      "title": "Gompertz distribution",
      "topics": [
        "dgompertz",
        "gompertz",
        "pgompertz",
        "qgompertz",
        "rgompertz"
      ]
    },
    {
      "page": "gpd",
      "title": "Generalised Pareto distribution",
      "topics": [
        "dgpd",
        "gpd",
        "pgpd",
        "qgpd",
        "rgpd"
      ]
    },
    {
      "page": "gumbel",
      "title": "Gumbel distribution",
      "topics": [
        "dgumbel",
        "gumbel",
        "pgumbel",
        "qgumbel",
        "rgumbel"
      ]
    },
    {
      "page": "halfcauchy",
      "title": "Half-Cauchy distribution",
      "topics": [
        "dhalfcauchy",
        "halfcauchy",
        "phalfcauchy",
        "qhalfcauchy",
        "rhalfcauchy"
      ]
    },
    {
      "page": "halft",
      "title": "Half-t distribution",
      "topics": [
        "dhalft",
        "halft",
        "phalft",
        "qhalft",
        "rhalft"
      ]
    },
    {
      "page": "hbetabinom",
      "title": "Hurdle beta-binomial distribution",
      "topics": [
        "dhbetabinom",
        "hbetabinom",
        "phbetabinom",
        "rhbetabinom"
      ]
    },
    {
      "page": "hbinom",
      "title": "Hurdle binomial distribution",
      "topics": [
        "dhbinom",
        "hbinom",
        "phbinom",
        "rhbinom"
      ]
    },
    {
      "page": "hgeom",
      "title": "Hurdle geometric distribution",
      "topics": [
        "dhgeom",
        "hgeom",
        "phgeom",
        "rhgeom"
      ]
    },
    {
      "page": "hnbinom",
      "title": "Hurdle negative binomial distribution",
      "topics": [
        "dhnbinom",
        "hnbinom",
        "phnbinom",
        "rhnbinom"
      ]
    },
    {
      "page": "hnbinom2",
      "title": "Reparameterised hurdle negative binomial distribution",
      "topics": [
        "dhnbinom2",
        "hnbinom2",
        "phnbinom2",
        "rhnbinom2"
      ]
    },
    {
      "page": "hpois",
      "title": "Hurdle Poisson distribution",
      "topics": [
        "dhpois",
        "hpois",
        "phpois",
        "rhpois"
      ]
    },
    {
      "page": "invchisq",
      "title": "Inverse Chi-squared distribution",
      "topics": [
        "dinvchisq",
        "invchisq",
        "pinvchisq",
        "qinvchisq",
        "rinvchisq"
      ]
    },
    {
      "page": "invgamma",
      "title": "Inverse Gamma distribution",
      "topics": [
        "dinvgamma",
        "invgamma",
        "pinvgamma",
        "qinvgamma",
        "rinvgamma"
      ]
    },
    {
      "page": "invgauss",
      "title": "Inverse Gaussian distribution",
      "topics": [
        "dinvgauss",
        "invgauss",
        "pinvgauss",
        "qinvgauss",
        "rinvgauss"
      ]
    },
    {
      "page": "jsu",
      "title": "Johnson SU distribution (JSU)",
      "topics": [
        "djsu",
        "djsu2",
        "jsu",
        "pjsu",
        "pjsu2",
        "qjsu",
        "qjsu2",
        "rjsu",
        "rjsu2"
      ]
    },
    {
      "page": "kumar",
      "title": "Kumaraswamy distribution",
      "topics": [
        "dkumar",
        "kumar",
        "pkumar",
        "qkumar",
        "rkumar"
      ]
    },
    {
      "page": "lambertW",
      "title": "Lambert W function (principal branch)",
      "topics": [
        "lambertW"
      ]
    },
    {
      "page": "laplace",
      "title": "Laplace distribution",
      "topics": [
        "dlaplace",
        "laplace",
        "plaplace",
        "qlaplace",
        "rlaplace"
      ]
    },
    {
      "page": "laplace_check",
      "title": "Assess the accuracy of the Laplace approximation",
      "topics": [
        "laplace_check",
        "print.laplace_check"
      ]
    },
    {
      "page": "llogis",
      "title": "Log-logistic distribution",
      "topics": [
        "dllogis",
        "llogis",
        "pllogis",
        "qllogis",
        "rllogis"
      ]
    },
    {
      "page": "mcreport",
      "title": "Sample parameters from approximate Gaussian posterior distribution",
      "topics": [
        "mcreport"
      ]
    },
    {
      "page": "mvt",
      "title": "Multivariate t distribution",
      "topics": [
        "dmvt",
        "mvt",
        "rmvt"
      ]
    },
    {
      "page": "nbinom2",
      "title": "Reparameterised negative binomial distribution",
      "topics": [
        "dnbinom2",
        "nbinom2",
        "pnbinom2",
        "qnbinom2",
        "rnbinom2"
      ]
    },
    {
      "page": "oibeta",
      "title": "One-inflated beta distribution",
      "topics": [
        "doibeta",
        "oibeta",
        "poibeta",
        "roibeta"
      ]
    },
    {
      "page": "oibeta2",
      "title": "Reparameterised one-inflated beta distribution",
      "topics": [
        "doibeta2",
        "oibeta2",
        "poibeta2",
        "roibeta2"
      ]
    },
    {
      "page": "pareto",
      "title": "Pareto distribution",
      "topics": [
        "dpareto",
        "pareto",
        "ppareto",
        "qpareto",
        "rpareto"
      ]
    },
    {
      "page": "pgweibull",
      "title": "Power generalized Weibull distribution",
      "topics": [
        "dpgweibull",
        "hpgweibull",
        "pgweibull",
        "ppgweibull",
        "qpgweibull",
        "rpgweibull",
        "spgweibull"
      ]
    },
    {
      "page": "powerexp",
      "title": "Power Exponential distribution (PE and PE2)",
      "topics": [
        "dpowerexp",
        "dpowerexp2",
        "powerexp",
        "ppowerexp",
        "ppowerexp2",
        "qpowerexp",
        "qpowerexp2",
        "rpowerexp",
        "rpowerexp2"
      ]
    },
    {
      "page": "rgmrf",
      "title": "Sample from a multivariate Gaussian with a sparse precision matrix",
      "topics": [
        "rgmrf"
      ]
    },
    {
      "page": "skellam",
      "title": "Skellam distribution",
      "topics": [
        "dskellam",
        "pskellam",
        "rskellam",
        "skellam"
      ]
    },
    {
      "page": "skewnorm",
      "title": "Skew normal distribution",
      "topics": [
        "dskewnorm",
        "pskewnorm",
        "qskewnorm",
        "rskewnorm",
        "skewnorm"
      ]
    },
    {
      "page": "skewnorm2",
      "title": "Reparameterised skew normal distribution",
      "topics": [
        "dskewnorm2",
        "pskewnorm2",
        "qskewnorm2",
        "rskewnorm2",
        "skewnorm2"
      ]
    },
    {
      "page": "skewt",
      "title": "Skewed students t distribution",
      "topics": [
        "dskewt",
        "pskewt",
        "qskewt",
        "rskewt",
        "skewt"
      ]
    },
    {
      "page": "skewt2",
      "title": "Moment-parameterised skew t distribution",
      "topics": [
        "dskewt2",
        "pskewt2",
        "qskewt2",
        "rskewt2",
        "skewt2"
      ]
    },
    {
      "page": "t2",
      "title": "Student t distribution with location and scale",
      "topics": [
        "dt2",
        "pt.ad",
        "pt2",
        "qt2",
        "rt2",
        "t2"
      ]
    },
    {
      "page": "truncnorm",
      "title": "Truncated normal distribution",
      "topics": [
        "dtruncnorm",
        "ptruncnorm",
        "qtruncnorm",
        "rtruncnorm",
        "truncnorm"
      ]
    },
    {
      "page": "trunct",
      "title": "Truncated t distribution",
      "topics": [
        "dtrunct",
        "ptrunct",
        "qtrunct",
        "rtrunct",
        "trunct"
      ]
    },
    {
      "page": "trunct2",
      "title": "Truncated t distribution with location and scale",
      "topics": [
        "dtrunct2",
        "ptrunct2",
        "qtrunct2",
        "rtrunct2",
        "trunct2"
      ]
    },
    {
      "page": "vm",
      "title": "von Mises distribution",
      "topics": [
        "dvm",
        "pvm",
        "rvm",
        "vm"
      ]
    },
    {
      "page": "vmf",
      "title": "von Mises-Fisher distribution",
      "topics": [
        "dvmf",
        "rvmf",
        "vmf"
      ]
    },
    {
      "page": "vmf2",
      "title": "Reparameterised von Mises-Fisher distribution",
      "topics": [
        "dvmf2",
        "rvmf2",
        "vmf2"
      ]
    },
    {
      "page": "waring",
      "title": "Waring distribution",
      "topics": [
        "dwaring",
        "pwaring",
        "rwaring",
        "waring"
      ]
    },
    {
      "page": "wishart",
      "title": "Wishart distribution",
      "topics": [
        "dwishart",
        "rwishart",
        "wishart"
      ]
    },
    {
      "page": "wrpcauchy",
      "title": "wrapped Cauchy distribution",
      "topics": [
        "dwrpcauchy",
        "pwrpcauchy",
        "qwrpcauchy",
        "rwrpcauchy",
        "wrpcauchy"
      ]
    },
    {
      "page": "yules",
      "title": "Yule-Simon distribution",
      "topics": [
        "dyules",
        "pyules",
        "ryules",
        "yules"
      ]
    },
    {
      "page": "zero_inflate",
      "title": "Zero-inflated density constructer",
      "topics": [
        "zero_inflate"
      ]
    },
    {
      "page": "zibeta",
      "title": "Zero-inflated beta distribution",
      "topics": [
        "dzibeta",
        "pzibeta",
        "rzibeta",
        "zibeta"
      ]
    },
    {
      "page": "zibeta2",
      "title": "Reparameterised zero-inflated beta distribution",
      "topics": [
        "dzibeta2",
        "pzibeta2",
        "rzibeta2",
        "zibeta2"
      ]
    },
    {
      "page": "zibetabinom",
      "title": "Zero-inflated beta-binomial distribution",
      "topics": [
        "dzibetabinom",
        "pzibetabinom",
        "rzibetabinom",
        "zibetabinom"
      ]
    },
    {
      "page": "zibinom",
      "title": "Zero-inflated binomial distribution",
      "topics": [
        "dzibinom",
        "pzibinom",
        "rzibinom",
        "zibinom"
      ]
    },
    {
      "page": "zigamma",
      "title": "Zero-inflated gamma distribution",
      "topics": [
        "dzigamma",
        "pzigamma",
        "rzigamma",
        "zigamma"
      ]
    },
    {
      "page": "zigamma2",
      "title": "Zero-inflated and reparameterised gamma distribution",
      "topics": [
        "dzigamma2",
        "pzigamma2",
        "rzigamma2",
        "zigamma2"
      ]
    },
    {
      "page": "zigeom",
      "title": "Zero-inflated geometric distribution",
      "topics": [
        "dzigeom",
        "pzigeom",
        "rzigeom",
        "zigeom"
      ]
    },
    {
      "page": "ziinvgauss",
      "title": "Zero-inflated inverse Gaussian distribution",
      "topics": [
        "dziinvgauss",
        "pziinvgauss",
        "rziinvgauss",
        "ziinvgauss"
      ]
    },
    {
      "page": "zilnorm",
      "title": "Zero-inflated log normal distribution",
      "topics": [
        "dzilnorm",
        "plnorm.ad",
        "pzilnorm",
        "rzilnorm",
        "zilnorm"
      ]
    },
    {
      "page": "zinbinom",
      "title": "Zero-inflated negative binomial distribution",
      "topics": [
        "dzinbinom",
        "pzinbinom",
        "rzinbinom",
        "zinbinom"
      ]
    },
    {
      "page": "zinbinom2",
      "title": "Zero-inflated and reparameterised negative binomial distribution",
      "topics": [
        "dzinbinom2",
        "pzinbinom2",
        "rzinbinom2",
        "zinbinom2"
      ]
    },
    {
      "page": "zipois",
      "title": "Zero-inflated Poisson distribution",
      "topics": [
        "dzipois",
        "pzipois",
        "rzipois",
        "zipois"
      ]
    },
    {
      "page": "ziweibull",
      "title": "Zero-inflated Weibull distribution",
      "topics": [
        "dziweibull",
        "pziweibull",
        "rziweibull",
        "ziweibull"
      ]
    },
    {
      "page": "zoibeta",
      "title": "Zero- and one-inflated beta distribution",
      "topics": [
        "dzoibeta",
        "pzoibeta",
        "rzoibeta",
        "zoibeta"
      ]
    },
    {
      "page": "zoibeta2",
      "title": "Reparameterised zero- and one-inflated beta distribution",
      "topics": [
        "dzoibeta2",
        "pzoibeta2",
        "rzoibeta2",
        "zoibeta2"
      ]
    },
    {
      "page": "ztbetabinom",
      "title": "Zero-truncated beta-binomial distribution",
      "topics": [
        "dztbetabinom",
        "pztbetabinom",
        "rztbetabinom",
        "ztbetabinom"
      ]
    },
    {
      "page": "ztbinom",
      "title": "Zero-truncated Binomial distribution",
      "topics": [
        "dztbinom",
        "pztbinom",
        "rztbinom",
        "ztbinom"
      ]
    },
    {
      "page": "ztgeom",
      "title": "Zero-truncated geometric distribution",
      "topics": [
        "dztgeom",
        "pztgeom",
        "rztgeom",
        "ztgeom"
      ]
    },
    {
      "page": "ztnbinom",
      "title": "Zero-truncated Negative Binomial distribution",
      "topics": [
        "dztnbinom",
        "pztnbinom",
        "rztnbinom",
        "ztnbinom"
      ]
    },
    {
      "page": "ztnbinom2",
      "title": "Reparameterised zero-truncated negative binomial distribution",
      "topics": [
        "dztnbinom2",
        "pztnbinom2",
        "rztnbinom2",
        "ztnbinom2"
      ]
    },
    {
      "page": "ztpois",
      "title": "Zero-truncated Poisson distribution",
      "topics": [
        "dztpois",
        "pztpois",
        "rztpois",
        "ztpois"
      ]
    }
  ],
  "_readme": "https://github.com/janolefi/rtmbdist/raw/HEAD/README.md",
  "_rundeps": [
    "boot",
    "circular",
    "clue",
    "cluster",
    "lattice",
    "MASS",
    "Matrix",
    "MatrixModels",
    "mnormt",
    "movMF",
    "mvtnorm",
    "numDeriv",
    "quantreg",
    "Rcpp",
    "RcppEigen",
    "RTMB",
    "skmeans",
    "slam",
    "sn",
    "SparseM",
    "statmod",
    "survival",
    "TMB"
  ],
  "_vignettes": [
    {
      "source": "adding-a-distribution.Rmd",
      "filename": "adding-a-distribution.html",
      "title": "Guide to adding a distribution",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Calling other distributions",
        "A complete example",
        "Tests",
        "Numerical stability",
        "Branching without breaking the tape",
        "Zero-modified distributions",
        "Reparameterised variants",
        "Distributions to read",
        "Before you are done",
        "When the cdf has no closed form",
        "When RTMB has no AD version"
      ],
      "created": "2026-05-28 09:17:59",
      "modified": "2026-09-26 16:33:53",
      "commits": 4
    },
    {
      "source": "distlist.Rmd",
      "filename": "distlist.html",
      "title": "List of distributions",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Continuous distributions",
        "Discrete distributions",
        "Multivariate distributions",
        "Copulas"
      ],
      "created": "2025-07-31 11:08:55",
      "modified": "2026-09-26 14:46:12",
      "commits": 76
    },
    {
      "source": "Examples.Rmd",
      "filename": "Examples.html",
      "title": "Worked Examples",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Example 1: Random regression with non-Gaussian data",
        "Example 2: Non-standard random GLM for count data",
        "Example 3: Distributional regression with penalised splines",
        "Example 4: Zero inflation",
        "Example 5: Copulas",
        "Example 6: Animal movement with a circular-linear copula",
        "Example 7: Multivariate stochastic volatility"
      ],
      "created": "2025-09-16 08:06:56",
      "modified": "2026-09-25 08:44:46",
      "commits": 13
    }
  ],
  "_score": 7.375846436309156,
  "_indexed": true,
  "_nocasepkg": "rtmbdist",
  "_universes": [
    "janolefi"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.2.0",
      "date": "2026-09-26T17:38:40.000Z",
      "distro": "resolute",
      "commit": "6231389610d862f610d0dff95a4612a333744788",
      "fileid": "https://r2.ropensci.org/6f52487713d8d44e97f32548ebbf00189d72f5fa85e5d8afaa2a8bfd90f4fbf4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/janolefi/actions/runs/36258690082"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.2.0",
      "date": "2026-09-26T17:38:11.000Z",
      "distro": "resolute",
      "commit": "6231389610d862f610d0dff95a4612a333744788",
      "fileid": "https://r2.ropensci.org/eee7066386ae8b11145c9e0173e71a92d63475df9341d96f1ceda9f9046d6ee2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/janolefi/actions/runs/36258690082"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.2.0",
      "date": "2026-09-26T17:43:21.000Z",
      "commit": "6231389610d862f610d0dff95a4612a333744788",
      "fileid": "https://r2.ropensci.org/7f496c9293446816ccc015b2bacd7f085e92f2c3bebf99e890fc42c24dbaf326",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/janolefi/actions/runs/36258690082"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.2.0",
      "date": "2026-09-26T17:41:45.000Z",
      "commit": "6231389610d862f610d0dff95a4612a333744788",
      "fileid": "https://r2.ropensci.org/610d74957bb2064e599953cef42f19ccb474dce4186b8ca3c9734fff8709a6e5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/janolefi/actions/runs/36258690082"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.2.0",
      "date": "2026-09-26T17:38:16.000Z",
      "commit": "6231389610d862f610d0dff95a4612a333744788",
      "fileid": "https://r2.ropensci.org/2b57b863dbd97e2eec15035781b5fce1974769b81238e9b3582cc0840566ffff",
      "status": "success",
      "buildurl": "https://github.com/r-universe/janolefi/actions/runs/36258690082"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-09-26T17:37:18.000Z",
      "commit": "6231389610d862f610d0dff95a4612a333744788",
      "fileid": "https://r2.ropensci.org/27bcf414f2f96e2988b01f70ee29ace22c61cc8be1be4572580b3dc47c7532bd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/janolefi/actions/runs/36258690082"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-09-26T17:37:23.000Z",
      "commit": "6231389610d862f610d0dff95a4612a333744788",
      "fileid": "https://r2.ropensci.org/416492a96f6dab487e35dac9232ff82609b3410f22118ac0b36cf24604daef1b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/janolefi/actions/runs/36258690082"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-09-26T17:37:14.000Z",
      "commit": "6231389610d862f610d0dff95a4612a333744788",
      "fileid": "https://r2.ropensci.org/2c17fc598fc02876b9774f7d964032a2d4e56e5205a2a20a561fe2c01215c53a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/janolefi/actions/runs/36258690082"
    }
  ]
}