{
  "_id": "6a5f39f514e95619b75d5ca3",
  "Package": "StMoMo",
  "Title": "Stochastic Mortality Modelling",
  "Version": "0.4.1.9000",
  "Author": "Andres Villegas <andresmauriciovillegas@gmail.com>, Pietro\nMillossovich <Pietro.Millossovich.1@city.ac.uk>, Vladimir\nKaishev <Vladimir.Kaishev.1@city.ac.uk>",
  "Maintainer": "Andres Villegas <andresmauriciovillegas@gmail.com>",
  "Description": "Implementation of the family of generalised\nage-period-cohort stochastic mortality models. This family of\nmodels encompasses many models proposed in the actuarial and\ndemographic literature including the Lee-Carter (1992)\n<doi:10.2307/2290201> and the Cairns-Blake-Dowd (2006)\n<doi:10.1111/j.1539-6975.2006.00195.x> models. It includes\nfunctions for fitting mortality models, analysing their\ngoodness-of-fit and performing mortality projections and\nsimulations.",
  "URL": "http://github.com/amvillegas/StMoMo",
  "BugReports": "http://github.com/amvillegas/StMoMo/issues",
  "License": "GPL (>= 2)",
  "LazyData": "true",
  "VignetteBuilder": "knitr, utils",
  "RoxygenNote": "6.0.1",
  "Config/pak/sysreqs": "libicu-dev",
  "Repository": "https://amvillegas.r-universe.dev",
  "Date/Publication": "2019-11-02 02:01:20 UTC",
  "RemoteUrl": "https://github.com/amvillegas/stmomo",
  "RemoteRef": "HEAD",
  "RemoteSha": "84805fb8bb8a2838cc794e15ad7de0f7df7fcbf4",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-21 09:15:27 UTC",
    "User": "root"
  },
  "_user": "amvillegas",
  "_type": "src",
  "_file": "StMoMo_0.4.1.9000.tar.gz",
  "_fileid": "https://r2.ropensci.org/00813f9a7c3f658db03141215c1696eefe1b8d4d104fb992944b5dc31887fc6a",
  "_filesize": 1909022,
  "_sha256": "00813f9a7c3f658db03141215c1696eefe1b8d4d104fb992944b5dc31887fc6a",
  "_expires": "2026-10-29T09:20:51.000Z",
  "_created": "2026-07-21T09:15:27.000Z",
  "_published": "2026-07-21T09:20:53.052Z",
  "_jobs": [
    {
      "job": 88592422327,
      "time": 229,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8490073626"
    },
    {
      "job": 88592422309,
      "time": 225,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8490072046"
    },
    {
      "job": 88592422337,
      "time": 214,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8490054567"
    },
    {
      "job": 88592422510,
      "time": 267,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8490071346"
    },
    {
      "job": 88591259074,
      "time": 317,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8489967111"
    },
    {
      "job": 88592422277,
      "time": 161,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8490041821"
    },
    {
      "job": 88592422385,
      "time": 150,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8490037955"
    },
    {
      "job": 88592422284,
      "time": 150,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8490038062"
    },
    {
      "job": 88592422293,
      "time": 150,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8490038027"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/amvillegas/actions/runs/29817195987",
  "_status": "success",
  "_upstream": "https://github.com/amvillegas/stmomo",
  "_commit": {
    "id": "84805fb8bb8a2838cc794e15ad7de0f7df7fcbf4",
    "author": "Andrés M Villegas <andresmauriciovillegas@gmail.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #26 from dsridaran/master\n\nCross validation and group lasso code",
    "time": 1572660080
  },
  "_maintainer": {
    "name": "Andres Villegas",
    "email": "andresmauriciovillegas@gmail.com",
    "login": "amvillegas",
    "description": "",
    "uuid": 10462964
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.2.0",
      "role": "Depends"
    },
    {
      "package": "gnm",
      "version": ">= 1.0",
      "role": "Depends"
    },
    {
      "package": "forecast",
      "version": ">= 6.1",
      "role": "Depends"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "rootSolve",
      "version": ">= 1.6.5.1",
      "role": "Imports"
    },
    {
      "package": "fanplot",
      "version": ">= 3.4",
      "role": "Imports"
    },
    {
      "package": "reshape2",
      "version": ">= 1.4.1",
      "role": "Imports"
    },
    {
      "package": "fields",
      "version": ">= 8.2",
      "role": "Imports"
    },
    {
      "package": "RColorBrewer",
      "role": "Imports"
    },
    {
      "package": "demography",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "xtable",
      "role": "Suggests"
    },
    {
      "package": "MTS",
      "role": "Suggests"
    }
  ],
  "_owner": "amvillegas",
  "_selfowned": true,
  "_usedby": 4,
  "_updates": [],
  "_tags": [],
  "_stars": 25,
  "_contributors": [
    {
      "user": "amvillegas",
      "count": 152,
      "uuid": 10462964
    },
    {
      "user": "dsridaran",
      "count": 3,
      "uuid": 44761051
    }
  ],
  "_userbio": {
    "uuid": 10462964,
    "type": "user",
    "name": "Andrés M Villegas",
    "followers": 44
  },
  "_downloads": {
    "count": 601,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/StMoMo"
  },
  "_mentions": 4,
  "_devurl": "https://github.com/amvillegas/stmomo",
  "_searchresults": 116,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/StMoMo.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/amvillegas/stmomo",
  "_realowner": "amvillegas",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.2.0",
      "date": "2015-06-10"
    },
    {
      "version": "0.3.0",
      "date": "2015-10-13"
    },
    {
      "version": "0.3.1",
      "date": "2016-02-09"
    },
    {
      "version": "0.4.0",
      "date": "2017-04-01"
    },
    {
      "version": "0.4.1",
      "date": "2018-04-13"
    }
  ],
  "_exports": [
    "apc",
    "bootstrap",
    "cbd",
    "central2initial",
    "extractCohort",
    "fit",
    "genWeightMat",
    "iarima",
    "initial2central",
    "lc",
    "m6",
    "m7",
    "m8",
    "mrwd",
    "rh",
    "StMoMo",
    "StMoMoData"
  ],
  "_datasets": [
    {
      "name": "EWMaleData",
      "title": "England and Wales male mortality data",
      "object": "EWMaleData",
      "class": [
        "StMoMoData"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "apc",
      "title": "Create an Age-Period-Cohort mortality model",
      "topics": [
        "apc"
      ]
    },
    {
      "page": "bootstrap",
      "title": "Generic method for bootstrapping a fitted Stochastic Mortality Model",
      "topics": [
        "bootstrap"
      ]
    },
    {
      "page": "bootstrap.fitStMoMo",
      "title": "Bootstrap a fitted Stochastic Mortality Model",
      "topics": [
        "bootstrap.fitStMoMo"
      ]
    },
    {
      "page": "cbd",
      "title": "Create a Cairns-Blake-Dowd mortality model",
      "topics": [
        "cbd"
      ]
    },
    {
      "page": "central2initial",
      "title": "Transform StMoMoData from central to initial exposures",
      "topics": [
        "central2initial"
      ]
    },
    {
      "page": "coef.fitStMoMo",
      "title": "Extract coefficients from a fitted Stochastic Mortality Model",
      "topics": [
        "coef.fitStMoMo"
      ]
    },
    {
      "page": "EWMaleData",
      "title": "England and Wales male mortality data",
      "topics": [
        "EWMaleData"
      ]
    },
    {
      "page": "extractCohort",
      "title": "Extract cohort from an age-period array",
      "topics": [
        "extractCohort"
      ]
    },
    {
      "page": "fit",
      "title": "Generic for fitting a Stochastic Mortality Model",
      "topics": [
        "fit"
      ]
    },
    {
      "page": "fit.rh",
      "title": "Fit a Renshaw and Haberman (Lee-Carter with cohorts) mortality model",
      "topics": [
        "fit.rh"
      ]
    },
    {
      "page": "fit.StMoMo",
      "title": "Fit a Stochastic Mortality Model",
      "topics": [
        "fit.StMoMo"
      ]
    },
    {
      "page": "fitted.fitStMoMo",
      "title": "Compute fitted values for a Stochastic Mortality Model",
      "topics": [
        "fitted.fitStMoMo"
      ]
    },
    {
      "page": "forecast.fitStMoMo",
      "title": "Forecast mortality rates using a Stochastic Mortality Model",
      "topics": [
        "forecast.fitStMoMo"
      ]
    },
    {
      "page": "forecast.iarima",
      "title": "Forecast independent arima series",
      "topics": [
        "forecast.iarima"
      ]
    },
    {
      "page": "forecast.mrwd",
      "title": "Forecast a Multivariate Random Walk with Drift",
      "topics": [
        "forecast.mrwd"
      ]
    },
    {
      "page": "genWeightMat",
      "title": "Generate weight matrix",
      "topics": [
        "genWeightMat"
      ]
    },
    {
      "page": "iarima",
      "title": "Fit independent arima series to a multivariate time series",
      "topics": [
        "iarima"
      ]
    },
    {
      "page": "initial2central",
      "title": "Transform StMoMoData from initial to central exposures",
      "topics": [
        "initial2central"
      ]
    },
    {
      "page": "lc",
      "title": "Create a Lee-Carter model",
      "topics": [
        "lc"
      ]
    },
    {
      "page": "logLik.fitStMoMo",
      "title": "Log-Likelihood of a fitStMoMo object",
      "topics": [
        "logLik.fitStMoMo"
      ]
    },
    {
      "page": "m6",
      "title": "Create an M6 type extension of the Cairns-Blake-Dowd mortality model",
      "topics": [
        "m6"
      ]
    },
    {
      "page": "m7",
      "title": "Create an M7 type extension of the Cairns-Blake-Dowd mortality model",
      "topics": [
        "m7"
      ]
    },
    {
      "page": "m8",
      "title": "Create an M8 type extension of the Cairns-Blake-Dowd mortality model",
      "topics": [
        "m8"
      ]
    },
    {
      "page": "mrwd",
      "title": "Fit a Multivariate Random Walk with Drift",
      "topics": [
        "mrwd"
      ]
    },
    {
      "page": "plot.bootStMoMo",
      "title": "Plot bootstrapped parameters of a Stochastic Mortality Model",
      "topics": [
        "plot.bootStMoMo"
      ]
    },
    {
      "page": "plot.fitStMoMo",
      "title": "Plot fitted parameters from a stochastic mortality model",
      "topics": [
        "plot.fitStMoMo"
      ]
    },
    {
      "page": "plot.forStMoMo",
      "title": "Plot a forecast from a Stochastic Mortality Model",
      "topics": [
        "plot.forStMoMo"
      ]
    },
    {
      "page": "plot.resStMoMo",
      "title": "Plot the residuals of a Stochastic Mortality Model",
      "topics": [
        "plot.resStMoMo"
      ]
    },
    {
      "page": "predict.fitStMoMo",
      "title": "Predict method for Stochastic Mortality Models fits",
      "topics": [
        "predict.fitStMoMo"
      ]
    },
    {
      "page": "residuals.fitStMoMo",
      "title": "Extract deviance residuals of a Stochastic Mortality Model",
      "topics": [
        "residuals.fitStMoMo"
      ]
    },
    {
      "page": "rh",
      "title": "Create a Renshaw and Haberman (Lee-Carter with cohorts) mortality model",
      "topics": [
        "rh"
      ]
    },
    {
      "page": "simulate.bootStMoMo",
      "title": "Simulate future sample paths from a Bootstrapped Stochastic Mortality Model",
      "topics": [
        "simulate.bootStMoMo"
      ]
    },
    {
      "page": "simulate.fitStMoMo",
      "title": "Simulate future sample paths from a Stochastic Mortality Model",
      "topics": [
        "simulate.fitStMoMo"
      ]
    },
    {
      "page": "simulate.iarima",
      "title": "Simulate independent arima series",
      "topics": [
        "simulate.iarima"
      ]
    },
    {
      "page": "simulate.mrwd",
      "title": "Simulate a Multivariate Random Walk with Drift",
      "topics": [
        "simulate.mrwd"
      ]
    },
    {
      "page": "StMoMo",
      "title": "Create a new Stochastic Mortality Model",
      "topics": [
        "StMoMo-package",
        "StMoMo"
      ]
    },
    {
      "page": "StMoMoData",
      "title": "Create StMoMoData object from demogdata object",
      "topics": [
        "StMoMoData"
      ]
    }
  ],
  "_readme": "https://github.com/amvillegas/stmomo/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "colorspace",
    "cpp11",
    "dotCall64",
    "fanplot",
    "farver",
    "fields",
    "forecast",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "gnm",
    "gtable",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "lmtest",
    "magrittr",
    "maps",
    "MASS",
    "Matrix",
    "nlme",
    "nnet",
    "plyr",
    "qvcalc",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "relimp",
    "reshape2",
    "rlang",
    "rootSolve",
    "S7",
    "scales",
    "spam",
    "stringi",
    "stringr",
    "timeDate",
    "urca",
    "vctrs",
    "viridisLite",
    "withr",
    "zoo"
  ],
  "_vignettes": [
    {
      "source": "StMoMoVignette.Rnw",
      "filename": "StMoMoVignette.pdf",
      "title": "StMoMo: An R Package for Stochastic Mortality Modelling",
      "engine": "utils::Sweave",
      "headings": [
        "Introduction",
        "Notation and data",
        "Generalized APC stochastic mortality models",
        "GAPC stochastic mortality models with StMoMo",
        "Model fitting",
        "Goodness-of-fit analysis",
        "Forecasting and simulation with stochastic mortality models",
        "Parameter uncertainty and bootstrapping",
        "Conclusion"
      ],
      "created": "2015-03-16 22:37:49",
      "modified": "2017-03-31 23:27:18",
      "commits": 20
    }
  ],
  "_score": 7.842609239610562,
  "_indexed": true,
  "_nocasepkg": "stmomo",
  "_universes": [
    "amvillegas"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.4.1.9000",
      "date": "2026-07-21T09:18:39.000Z",
      "distro": "resolute",
      "commit": "84805fb8bb8a2838cc794e15ad7de0f7df7fcbf4",
      "fileid": "https://r2.ropensci.org/c9974120790d5183545ee7ecf9c9164d0a67d36e93f35b2b7eeaf78f64497faf",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/amvillegas/actions/runs/29817195987"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.4.1.9000",
      "date": "2026-07-21T09:18:35.000Z",
      "distro": "resolute",
      "commit": "84805fb8bb8a2838cc794e15ad7de0f7df7fcbf4",
      "fileid": "https://r2.ropensci.org/ce43bc7a1b903fc261ad688b6215cab1b1515da9445253ab9d76389fc8c4a194",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/amvillegas/actions/runs/29817195987"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.4.1.9000",
      "date": "2026-07-21T09:18:12.000Z",
      "commit": "84805fb8bb8a2838cc794e15ad7de0f7df7fcbf4",
      "fileid": "https://r2.ropensci.org/ec1a9f5cc1137bc1a50701fb5adac4ca88ee3cbaad33dfcd8c198c0e528e54d2",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/amvillegas/actions/runs/29817195987"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.4.1.9000",
      "date": "2026-07-21T09:18:24.000Z",
      "commit": "84805fb8bb8a2838cc794e15ad7de0f7df7fcbf4",
      "fileid": "https://r2.ropensci.org/724092db4069e529a4f970175a34fb80c57ca3cd0303058f9dfe7ec0d104e7c4",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/amvillegas/actions/runs/29817195987"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.4.1.9000",
      "date": "2026-07-21T09:18:37.000Z",
      "commit": "84805fb8bb8a2838cc794e15ad7de0f7df7fcbf4",
      "fileid": "https://r2.ropensci.org/cda528d618c0f82158381791e4cd3c7e903b318c6e5b727c5ce0002f1fc12cb9",
      "status": "success",
      "buildurl": "https://github.com/r-universe/amvillegas/actions/runs/29817195987"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.4.1.9000",
      "date": "2026-07-21T09:17:09.000Z",
      "commit": "84805fb8bb8a2838cc794e15ad7de0f7df7fcbf4",
      "fileid": "https://r2.ropensci.org/119aebade0ba1d3dc3ef0e197c0236c89a544ee0b21930532e9f57f62f32cdef",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/amvillegas/actions/runs/29817195987"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.4.1.9000",
      "date": "2026-07-21T09:17:09.000Z",
      "commit": "84805fb8bb8a2838cc794e15ad7de0f7df7fcbf4",
      "fileid": "https://r2.ropensci.org/3c66ba91940383de015404e284814d3abf01466813cd5b4c1ec7b54d465f15e9",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/amvillegas/actions/runs/29817195987"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.4.1.9000",
      "date": "2026-07-21T09:17:06.000Z",
      "commit": "84805fb8bb8a2838cc794e15ad7de0f7df7fcbf4",
      "fileid": "https://r2.ropensci.org/a8c0ba24894b4cad306a979733706c4104504542c9a676b584daa15f2b76b10f",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/amvillegas/actions/runs/29817195987"
    }
  ]
}