{
  "_id": "6ad3300e62c1581dfb2fab6a",
  "Package": "ktweedie",
  "Title": "'Tweedie' Compound Poisson Model in the Reproducing Kernel\nHilbert Space",
  "Version": "1.0.3",
  "Date": "2023-10-14",
  "Authors@R": "c(person(\"Yi\", \"Lian\", role = c(\"aut\", \"cre\"), email = \"yi.lian@mail.mcgill.ca\"),\nperson(\"Archer Yi\", \"Yang\", role = c(\"aut\", \"cph\")),\nperson(\"Boxiang\", \"Wang\", role = c(\"aut\")),\nperson(\"Peng\", \"Shi\", role = c(\"aut\")),\nperson(\"Robert W.\", \"Platt\", role = c(\"aut\"))\n)",
  "Description": "Kernel-based 'Tweedie' compound Poisson gamma model using\nhigh-dimensional predictors for the analyses of zero-inflated\nresponse variables. The package features built-in estimation,\nprediction and cross-validation tools and supports choice of\ndifferent kernel functions. For more details, please see Yi\nLian, Archer Yi Yang, Boxiang Wang, Peng Shi & Robert William\nPlatt (2023) <doi:10.1080/00401706.2022.2156615>.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.2.3",
  "LazyData": "true",
  "VignetteBuilder": "knitr",
  "Repository": "https://ly129.r-universe.dev",
  "Date/Publication": "2023-10-15 14:03:02 UTC",
  "RemoteUrl": "https://github.com/ly129/ktweedie",
  "RemoteRef": "HEAD",
  "RemoteSha": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-10-17 08:16:01 UTC",
    "User": "root"
  },
  "Author": "Yi Lian [aut, cre],\nArcher Yi Yang [aut, cph],\nBoxiang Wang [aut],\nPeng Shi [aut],\nRobert W. Platt [aut]",
  "Maintainer": "Yi Lian <yi.lian@mail.mcgill.ca>",
  "_user": "ly129",
  "_type": "src",
  "_file": "ktweedie_1.0.3.tar.gz",
  "_fileid": "https://r2.ropensci.org/1462f254de70d6bdfc4b9785e0800bb6b987b17efa674b5da748d7f7d5a0ea2b",
  "_filesize": 414811,
  "_sha256": "1462f254de70d6bdfc4b9785e0800bb6b987b17efa674b5da748d7f7d5a0ea2b",
  "_expires": "2027-01-25T08:21:32.000Z",
  "_created": "2026-10-17T08:16:01.000Z",
  "_published": "2026-10-17T08:21:34.306Z",
  "_buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 117350298753,
      "time": 116,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12095042765"
    },
    {
      "job": 117350298730,
      "time": 116,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12095136513"
    },
    {
      "job": 117350298975,
      "time": 101,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12094943009"
    },
    {
      "job": 117350299043,
      "time": 113,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12094099997"
    },
    {
      "job": 117350298736,
      "time": 128,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12095440615"
    },
    {
      "job": 117350298734,
      "time": 196,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12095376533"
    },
    {
      "job": 117350298752,
      "time": 125,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12095346579"
    },
    {
      "job": 117350298768,
      "time": 273,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12094993180"
    },
    {
      "job": 117349776503,
      "time": 168,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12095117373"
    },
    {
      "job": 117350298829,
      "time": 78,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12095007975"
    },
    {
      "job": 117350298931,
      "time": 266,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12094853704"
    },
    {
      "job": 117350298757,
      "time": 131,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12095287049"
    },
    {
      "job": 117350298824,
      "time": 88,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12094149853"
    },
    {
      "job": 117350298852,
      "time": 283,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "12095765083"
    },
    {
      "job": 117350298883,
      "time": 87,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12095371400"
    }
  ],
  "_upstream": "https://github.com/ly129/ktweedie",
  "_commit": {
    "id": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
    "author": "Yi Lian <yi.lian@mail.mcgill.ca>",
    "committer": "Yi Lian <yi.lian@mail.mcgill.ca>",
    "message": "1.0.3 on CRAN\n",
    "time": 1697378582
  },
  "_maintainer": {
    "name": "Yi Lian",
    "email": "yi.lian@mail.mcgill.ca",
    "login": "ly129",
    "description": "PostDoc in Biostatistics",
    "uuid": 23664229
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "methods",
      "role": "Depends"
    },
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "tweedie",
      "role": "Suggests"
    }
  ],
  "_owner": "ly129",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 2,
  "_contributors": [
    {
      "user": "ly129",
      "count": 62,
      "uuid": 23664229
    }
  ],
  "_userbio": {
    "uuid": 23664229,
    "type": "user",
    "name": "Yi Lian",
    "followers": 18,
    "description": "PostDoc in Biostatistics"
  },
  "_downloads": {
    "count": 243,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ktweedie"
  },
  "_devurl": "https://github.com/ly129/ktweedie",
  "_searchresults": 6,
  "_topics": [
    "fortran"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/ktweedie.html",
    "extra/manual.pdf",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/ly129/ktweedie",
  "_realowner": "ly129",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2022-10-20"
    },
    {
      "version": "1.0.1",
      "date": "2022-11-02"
    },
    {
      "version": "1.0.2",
      "date": "2023-03-23"
    },
    {
      "version": "1.0.3",
      "date": "2023-10-15"
    }
  ],
  "_exports": [
    "anovadot",
    "as.kernelMatrix",
    "besseldot",
    "kernelFast",
    "kernelMatrix",
    "kernelMult",
    "kernelPol",
    "kpar",
    "ktd_cv",
    "ktd_cv2d",
    "ktd_estimate",
    "ktd_predict",
    "laplacedot",
    "polydot",
    "rbfdot",
    "splinedot",
    "tanhdot",
    "vanilladot"
  ],
  "_datasets": [
    {
      "name": "dat",
      "title": "A demo dataset",
      "object": "dat",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "as.kernelMatrix",
      "title": "Assing kernelMatrix class to matrix objects",
      "topics": [
        "as.kernelMatrix",
        "as.kernelMatrix,matrix-method",
        "as.kernelMatrix-methods",
        "kernelMatrix-class"
      ]
    },
    {
      "page": "dat",
      "title": "A demo dataset",
      "topics": [
        "dat"
      ]
    },
    {
      "page": "dots",
      "title": "Kernel Functions",
      "topics": [
        "anovadot",
        "besseldot",
        "dots",
        "fourierdot",
        "kernels",
        "kfunction",
        "kpar",
        "laplacedot",
        "polydot",
        "rbfdot",
        "show,kernel-method",
        "splinedot",
        "tanhdot",
        "vanilladot"
      ]
    },
    {
      "page": "kernel-class",
      "title": "Class \"kernel\" \"rbfkernel\" \"polykernel\", \"tanhkernel\", \"vanillakernel\"",
      "topics": [
        "anovakernel-class",
        "besselkernel-class",
        "fourierkernel-class",
        "kernel-class",
        "kfunction-class",
        "kpar,kernel-method",
        "laplacekernel-class",
        "polykernel-class",
        "rbfkernel-class",
        "splinekernel-class",
        "tanhkernel-class",
        "vanillakernel-class"
      ]
    },
    {
      "page": "kernelMatrix",
      "title": "Kernel Matrix functions",
      "topics": [
        "kernelFast",
        "kernelFast,anovakernel-method",
        "kernelFast,besselkernel-method",
        "kernelFast,kernel-method",
        "kernelFast,laplacekernel-method",
        "kernelFast,polykernel-method",
        "kernelFast,rbfkernel-method",
        "kernelFast,splinekernel-method",
        "kernelFast,tanhkernel-method",
        "kernelFast,vanillakernel-method",
        "kernelMatrix",
        "kernelMatrix,anovakernel-method",
        "kernelMatrix,besselkernel-method",
        "kernelMatrix,kernel-method",
        "kernelMatrix,laplacekernel-method",
        "kernelMatrix,polykernel-method",
        "kernelMatrix,rbfkernel-method",
        "kernelMatrix,splinekernel-method",
        "kernelMatrix,tanhkernel-method",
        "kernelMatrix,vanillakernel-method",
        "kernelMult",
        "kernelMult,anovakernel,ANY-method",
        "kernelMult,besselkernel,ANY-method",
        "kernelMult,character,kernelMatrix-method",
        "kernelMult,kernel-method",
        "kernelMult,laplacekernel,ANY-method",
        "kernelMult,polykernel,ANY-method",
        "kernelMult,rbfkernel,ANY-method",
        "kernelMult,splinekernel,ANY-method",
        "kernelMult,tanhkernel,ANY-method",
        "kernelMult,vanillakernel,ANY-method",
        "kernelPol",
        "kernelPol,anovakernel-method",
        "kernelPol,besselkernel-method",
        "kernelPol,kernel-method",
        "kernelPol,laplacekernel-method",
        "kernelPol,polykernel-method",
        "kernelPol,rbfkernel-method",
        "kernelPol,splinekernel-method",
        "kernelPol,tanhkernel-method",
        "kernelPol,vanillakernel-method"
      ]
    },
    {
      "page": "ktd_cv",
      "title": "Cross validation for tuning the regularization coefficient in the kernel Tweedie model",
      "topics": [
        "ktd_cv"
      ]
    },
    {
      "page": "ktd_cv2d",
      "title": "Cross validation for jointly tuning the regularization coefficient and kernel parameter in the Kernel Tweedie Model",
      "topics": [
        "ktd_cv2d"
      ]
    },
    {
      "page": "ktd_estimate",
      "title": "Estimate kernel Tweedie model coefficients",
      "topics": [
        "ktd_estimate"
      ]
    },
    {
      "page": "ktd_predict",
      "title": "Predict outcome using fitted kernel Tweedie model",
      "topics": [
        "ktd_predict"
      ]
    }
  ],
  "_readme": "https://github.com/ly129/ktweedie/raw/HEAD/README.md",
  "_rundeps": [],
  "_sysdeps": [
    {
      "shlib": "libgfortran",
      "package": "libgfortran5",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "fortran",
      "homepage": "http://gcc.gnu.org/",
      "description": "Runtime library for GNU Fortran applications"
    }
  ],
  "_vignettes": [
    {
      "source": "ktweedie-vignette.Rmd",
      "filename": "ktweedie-vignette.html",
      "title": "ktweedie-vignette",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Installation",
        "Quick Start",
        "Recommended Data Analysis Pipeline",
        "Cross-validation",
        "Fitting",
        "Prediction",
        "Variable Selection",
        ""
      ],
      "created": "2022-07-16 16:25:40",
      "modified": "2022-10-21 00:57:04",
      "commits": 16
    }
  ],
  "_score": 4,
  "_indexed": true,
  "_nocasepkg": "ktweedie",
  "_universes": [
    "ly129"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.3",
      "date": "2026-10-17T08:18:03.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/1d493272d5166c848c3eb2e7e3ed22c778daa952264d8b6afc6e5b3de7bbceda",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.3",
      "date": "2026-10-17T08:17:53.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/faf13393870465fa92eab4c7a13d16891d60657f1e30ef79dfa40b0b6b9ec005",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.3",
      "date": "2026-10-17T08:17:59.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/0b4d0f06e40cc81252c95f63b653500d3b7953654d189730b66e35c795b67a71",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.3",
      "date": "2026-10-17T08:17:55.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/50951106f83b51554d087078864ff4ffa1b4be1af379d91a7a30c1258809335d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.3",
      "date": "2026-10-17T08:18:13.000Z",
      "arch": "aarch64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/237ba5313c269fbde6b223fceab386a8eead29213107454049e3542569bb911e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.3",
      "date": "2026-10-17T08:19:06.000Z",
      "arch": "x86_64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/e1518ebc7556a6ef07899612ef20166619c6761a479afddb46e53e141100b72e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.3",
      "date": "2026-10-17T08:18:12.000Z",
      "arch": "aarch64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/dbd8f90a56191d2010381aff66c9f4d94acf05d7bf99de1fd0c41767b2dc2711",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.3",
      "date": "2026-10-17T08:20:03.000Z",
      "arch": "x86_64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/02a8a97d9427caf9cb676463d22f8070bea16897899afeb5a5ccddd3261a5c15",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.3",
      "date": "2026-10-17T08:17:42.000Z",
      "arch": "emscripten",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/059d5121a9ff5220217ec1904f9d35eac122099d44da2d1178f30a4a145ba8b6",
      "status": "success",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.3",
      "date": "2026-10-17T08:20:18.000Z",
      "arch": "aarch64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/d8a4bceeb39239f35991875ca43b11bda79272a18c70f46f82d77ef1c9da53f1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.3",
      "date": "2026-10-17T08:17:22.000Z",
      "arch": "x86_64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/163feaed45990bc4383a20776fb26226a26a0532d2fa2450dec07410cc2bd720",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.3",
      "date": "2026-10-17T08:17:15.000Z",
      "arch": "x86_64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/697e445b033af0a81e4c4e8cb41506371298c45b8d806eceb58dc92dde6137f1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.3",
      "date": "2026-10-17T08:20:38.000Z",
      "arch": "aarch64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/14aa4d2dc77fa383e547f337a7d5c705a19bea0144adeae04f15948e1d8c9323",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.3",
      "date": "2026-10-17T08:17:14.000Z",
      "arch": "x86_64",
      "commit": "f174536c6d024406ebd5affaffb4f1f2ed05e0b5",
      "fileid": "https://r2.ropensci.org/a3feb2a46ce98394be1d7a73b4ec560e22e0eb97e275a049667e56abf17c79f6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ly129/actions/runs/39016545016"
    }
  ]
}