{
  "_id": "6a5f664d14e95619b75d657c",
  "Package": "utsf",
  "Title": "Univariate Time Series Forecasting",
  "Version": "1.3.4",
  "Authors@R": "c(\nperson(\"Maria Pilar\", \"Frias-Bustamante\", , \"mpfrias@ujaen.es\", role = \"aut\",\ncomment = c(ORCID = \"0000-0001-6886-0953\")),\nperson(\"Francisco\", \"Martinez\", , \"fmartin@ujaen.es\", role = c(\"aut\", \"cre\", \"cph\"),\ncomment = c(ORCID = \"0000-0002-5206-1898\"))\n)",
  "Description": "An engine for univariate time series forecasting using\ndifferent regression models in an autoregressive way. The\nengine provides an uniform interface for applying the different\nmodels. Furthermore, it is extensible so that users can easily\napply their own regression models to univariate time series\nforecasting and benefit from all the features of the engine,\nsuch as preprocessings or estimation of forecast accuracy.",
  "Maintainer": "Francisco Martinez <fmartin@ujaen.es>",
  "License": "MIT + file LICENSE",
  "URL": "https://github.com/franciscomartinezdelrio/utsf",
  "BugReports": "https://github.com/franciscomartinezdelrio/utsf/issues",
  "Config/testthat/edition": "3",
  "Encoding": "UTF-8",
  "RoxygenNote": "8.0.0",
  "VignetteBuilder": "knitr",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-21 12:26:01 UTC",
    "User": "root"
  },
  "Author": "Maria Pilar Frias-Bustamante [aut] (ORCID:\n<https://orcid.org/0000-0001-6886-0953>), Francisco Martinez\n[aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0002-5206-1898>)",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-07-21 08:30:02 UTC",
  "RemoteUrl": "https://github.com/cran/utsf",
  "RemoteRef": "HEAD",
  "RemoteSha": "b64fbfbb61c1e19653bda1cedd412ae77c83aeac",
  "_user": "cran",
  "_type": "src",
  "_file": "utsf_1.3.4.tar.gz",
  "_fileid": "https://r2.ropensci.org/3148ed84ef26644e308c7a5a4298a68935bc223a805bbb9fd480e749187465ad",
  "_filesize": 990955,
  "_sha256": "3148ed84ef26644e308c7a5a4298a68935bc223a805bbb9fd480e749187465ad",
  "_expires": "2026-10-29T12:30:03.000Z",
  "_created": "2026-07-21T12:26:01.000Z",
  "_published": "2026-07-21T12:30:05.303Z",
  "_jobs": [
    {
      "job": 88632470314,
      "time": 156,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8494951350"
    },
    {
      "job": 88632470294,
      "time": 205,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8494973664"
    },
    {
      "job": 88631387200,
      "time": 291,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8494879992"
    },
    {
      "job": 88632470311,
      "time": 137,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8494942594"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/29829726754",
  "_status": "success",
  "_upstream": "https://github.com/cran/utsf",
  "_commit": {
    "id": "b64fbfbb61c1e19653bda1cedd412ae77c83aeac",
    "author": "Francisco Martinez <fmartin@ujaen.es>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.3.4\n",
    "time": 1784622602
  },
  "_maintainer": {
    "name": "Francisco Martinez",
    "email": "fmartin@ujaen.es",
    "login": "franciscomartinezdelrio",
    "description": "",
    "uuid": 18212287,
    "orcid": "0000-0002-5206-1898"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "Cubist",
      "role": "Imports"
    },
    {
      "package": "FNN",
      "role": "Imports"
    },
    {
      "package": "forecast",
      "role": "Imports"
    },
    {
      "package": "generics",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "ipred",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "ranger",
      "role": "Imports"
    },
    {
      "package": "rpart",
      "role": "Imports"
    },
    {
      "package": "vctsfr",
      "role": "Imports"
    },
    {
      "package": "xgboost",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "nnet",
      "role": "Suggests"
    },
    {
      "package": "randomForest",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-43",
      "n": 1
    },
    {
      "week": "2026-16",
      "n": 1
    },
    {
      "week": "2026-17",
      "n": 1
    },
    {
      "week": "2026-30",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "1.3.1",
      "date": "2025-10-23"
    },
    {
      "name": "1.3.2",
      "date": "2026-04-14"
    },
    {
      "name": "1.3.3",
      "date": "2026-04-22"
    },
    {
      "name": "1.3.4",
      "date": "2026-07-21"
    }
  ],
  "_stars": 1,
  "_contributors": [
    {
      "user": "franciscomartinezdelrio",
      "count": 8,
      "uuid": 18212287
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "followers": 622,
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 272,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/utsf"
  },
  "_devurl": "https://github.com/franciscomartinezdelrio/utsf",
  "_searchresults": 8,
  "_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/utsf.html",
    "LICENSE",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/franciscomartinezdelrio/utsf",
  "_realowner": "franciscomartinezdelrio",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2024-10-14"
    },
    {
      "version": "1.1.0",
      "date": "2024-12-10"
    },
    {
      "version": "1.2.0",
      "date": "2025-05-19"
    },
    {
      "version": "1.3.0",
      "date": "2025-07-08"
    },
    {
      "version": "1.3.1",
      "date": "2025-10-23"
    },
    {
      "version": "1.3.2",
      "date": "2026-04-14"
    },
    {
      "version": "1.3.3",
      "date": "2026-04-22"
    },
    {
      "version": "1.3.4",
      "date": "2026-07-21"
    }
  ],
  "_exports": [
    "build_examples",
    "create_model",
    "efa",
    "forecast",
    "tune_grid"
  ],
  "_help": [
    {
      "page": "autoplot.utsf_forecast",
      "title": "Create a ggplot object from an 'utsf_forecast' object",
      "topics": [
        "autoplot.utsf_forecast"
      ]
    },
    {
      "page": "build_examples",
      "title": "Build the training examples",
      "topics": [
        "build_examples"
      ]
    },
    {
      "page": "create_model",
      "title": "Train an univariate time series forecasting model",
      "topics": [
        "create_model"
      ]
    },
    {
      "page": "efa",
      "title": "Estimate the forecast accuracy of a model on a time series",
      "topics": [
        "efa"
      ]
    },
    {
      "page": "forecast.utsf",
      "title": "Forecasting a time series",
      "topics": [
        "forecast.utsf"
      ]
    },
    {
      "page": "predict.utsf",
      "title": "Prediction from 'utsf' objects",
      "topics": [
        "predict.utsf"
      ]
    },
    {
      "page": "tune_grid",
      "title": "Estimate the forecast accuracy of a model on a time series according to a grid of parameters",
      "topics": [
        "tune_grid"
      ]
    }
  ],
  "_readme": "https://github.com/cran/utsf/raw/HEAD/README.md",
  "_rundeps": [
    "base64enc",
    "bslib",
    "cachem",
    "class",
    "cli",
    "codetools",
    "colorspace",
    "commonmark",
    "cpp11",
    "Cubist",
    "data.table",
    "diagram",
    "digest",
    "farver",
    "fastmap",
    "FNN",
    "fontawesome",
    "forecast",
    "fracdiff",
    "fs",
    "future",
    "future.apply",
    "generics",
    "ggplot2",
    "globals",
    "glue",
    "gtable",
    "htmltools",
    "httpuv",
    "ipred",
    "isoband",
    "jquerylib",
    "jsonlite",
    "KernSmooth",
    "labeling",
    "later",
    "lattice",
    "lava",
    "lifecycle",
    "listenv",
    "lmtest",
    "magrittr",
    "MASS",
    "Matrix",
    "memoise",
    "mime",
    "nlme",
    "nnet",
    "numDeriv",
    "otel",
    "parallelly",
    "plyr",
    "prodlim",
    "progressr",
    "promises",
    "R6",
    "ranger",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "reshape2",
    "rlang",
    "rpart",
    "S7",
    "sass",
    "scales",
    "shape",
    "shiny",
    "sourcetools",
    "SQUAREM",
    "stringi",
    "stringr",
    "survival",
    "timeDate",
    "urca",
    "vctrs",
    "vctsfr",
    "viridisLite",
    "withr",
    "xgboost",
    "xtable",
    "zoo"
  ],
  "_vignettes": [
    {
      "source": "utsf.Rmd",
      "filename": "utsf.html",
      "title": "utsf",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Univariate time series forecasting (autoregressive models) and recursive forecasts",
        "Recursive forecasts",
        "The utsf package",
        "Prediction intervals",
        "Supported models",
        "Using your own models",
        "Example 1: k-nearest neighbors",
        "Example 2: random forest and neural networks",
        "Setting the parameters of the regression models",
        "Setting the paramaters of a regression model supplied by the user",
        "Example 2: random forest",
        "Estimating forecast accuracy",
        "Parameter tuning",
        "Preprocessings and transformations",
        "Differencing",
        "The additive transformation",
        "The multiplicative transformation",
        "Default parameters",
        "More on using your custom models"
      ],
      "created": "2024-10-14 09:30:02",
      "modified": "2026-07-21 08:30:02",
      "commits": 8
    }
  ],
  "_score": 3.3010299956639813,
  "_indexed": false,
  "_nocasepkg": "utsf",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://franciscomartinezdelrio.r-universe.dev/utsf",
  "_previous": "1.3.3",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.3.4",
      "date": "2026-07-21T12:28:33.000Z",
      "distro": "resolute",
      "commit": "b64fbfbb61c1e19653bda1cedd412ae77c83aeac",
      "fileid": "https://r2.ropensci.org/2547366783f8a91ef6954764afedb69b627def55470729416b088e15e083f84b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/29829726754"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.3.4",
      "date": "2026-07-21T12:29:18.000Z",
      "distro": "resolute",
      "commit": "b64fbfbb61c1e19653bda1cedd412ae77c83aeac",
      "fileid": "https://r2.ropensci.org/c09069cc579558f343e8c18fff84bad87fd190e3c0594cf6b7b8ac0ba512866a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/29829726754"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.3.4",
      "date": "2026-07-21T12:28:37.000Z",
      "commit": "b64fbfbb61c1e19653bda1cedd412ae77c83aeac",
      "fileid": "https://r2.ropensci.org/50ced3d28d95f906a8079732ab951767e2e20c37e6e2c4284f61787b0ec233cc",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/29829726754"
    }
  ]
}