{
  "_id": "6af6ee33f58eaab79920d41b",
  "Package": "stR",
  "Title": "Seasonal Trend Decomposition Using Regression",
  "Version": "0.7.1.9000",
  "Description": "Methods for decomposing seasonal data: STR (a\nSeasonal-Trend time series decomposition procedure based on\nRegression) and Robust STR. In some ways, STR is similar to\nRidge Regression and Robust STR can be related to LASSO. They\nallow for multiple seasonal components, multiple linear\ncovariates with constant, flexible and seasonal influence.\nSeasonal patterns (for both seasonal components and seasonal\ncovariates) can be fractional and flexible over time; moreover\nthey can be either strictly periodic or have a more complex\ntopology. The methods provide confidence intervals for the\nestimated components. The methods can also be used for\nforecasting.",
  "Authors@R": "c(\nperson(\"Alexander\", \"Dokumentov\", role = \"aut\", comment = c(ORCID = \"0000-0003-0478-0983\")),\nperson(\"Rob\", \"Hyndman\", email = \"Rob.Hyndman@monash.edu\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-2140-5352\"))\n)",
  "URL": "https://pkg.robjhyndman.com/stR/,\nhttps://github.com/robjhyndman/stR",
  "BugReports": "https://github.com/robjhyndman/stR/issues",
  "License": "GPL-3",
  "LazyData": "true",
  "Encoding": "UTF-8",
  "Config/testthat/edition": "3",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.2",
  "VignetteBuilder": "knitr",
  "Repository": "https://robjhyndman.r-universe.dev",
  "Date/Publication": "2025-09-03 00:22:55 UTC",
  "RemoteUrl": "https://github.com/robjhyndman/stR",
  "RemoteRef": "HEAD",
  "RemoteSha": "c6bb49e7c6e42ea2d965195b9546bcb0edcae842",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-11-13 10:33:30 UTC",
    "User": "root"
  },
  "Author": "Alexander Dokumentov [aut] (ORCID:\n<https://orcid.org/0000-0003-0478-0983>),\nRob Hyndman [aut, cre] (ORCID: <https://orcid.org/0000-0002-2140-5352>)",
  "Maintainer": "Rob Hyndman <Rob.Hyndman@monash.edu>",
  "_user": "robjhyndman",
  "_type": "src",
  "_file": "stR_0.7.1.9000.tar.gz",
  "_fileid": "https://r2.ropensci.org/78ccef380ac6b4e8f81f5ec300af3652c71d7d50b137ff41dced0a05b0cbd97f",
  "_filesize": 8991372,
  "_sha256": "78ccef380ac6b4e8f81f5ec300af3652c71d7d50b137ff41dced0a05b0cbd97f",
  "_expires": "2027-02-21T11:02:08.000Z",
  "_created": "2026-11-13T10:33:30.000Z",
  "_published": "2026-11-13T11:02:10.928Z",
  "_upstream": "https://github.com/robjhyndman/stR",
  "_status": "success",
  "_maintainer": {
    "name": "Rob Hyndman",
    "email": "rob.hyndman@monash.edu",
    "login": "robjhyndman",
    "bluesky": "@robjhyndman.com",
    "description": "Professor of Statistics at Monash University, Australia",
    "uuid": 127518,
    "orcid": "0000-0002-2140-5352"
  },
  "_jobs": [
    {
      "job": 131833850651,
      "time": 204,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "14028374108"
    },
    {
      "job": 131833850827,
      "time": 225,
      "config": "linux-release-x86_64",
      "r": "4.6.2",
      "check": "OK",
      "artifact": "14029501883"
    },
    {
      "job": 131833850701,
      "time": 171,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "14029484692"
    },
    {
      "job": 131833850647,
      "time": 162,
      "config": "macos-release-arm64",
      "r": "4.6.2",
      "check": "OK",
      "artifact": "14031290347"
    },
    {
      "job": 131831909535,
      "time": 264,
      "config": "source",
      "r": "4.6.2",
      "check": "OK",
      "artifact": "14028504106"
    },
    {
      "job": 131833850719,
      "time": 139,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "14028479822"
    },
    {
      "job": 131833850634,
      "time": 252,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "14029686376"
    },
    {
      "job": 131833850570,
      "time": 245,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "14029372181"
    },
    {
      "job": 131833850632,
      "time": 249,
      "config": "windows-release-x86_64",
      "r": "4.6.2",
      "check": "OK",
      "artifact": "14029407173"
    }
  ],
  "_buildurl": "https://github.com/r-universe/robjhyndman/actions/runs/43409406753",
  "_commit": {
    "id": "c6bb49e7c6e42ea2d965195b9546bcb0edcae842",
    "author": "Rob J Hyndman <robjhyndman@gmail.com>",
    "committer": "Rob J Hyndman <robjhyndman@gmail.com>",
    "message": "Increment version number to 0.7.1.9000\n",
    "time": 1756858975
  },
  "_distro": "resolute",
  "_host": "GitHub-Actions",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "compiler",
      "role": "Imports"
    },
    {
      "package": "foreach",
      "role": "Imports"
    },
    {
      "package": "forecast",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "quantreg",
      "role": "Imports"
    },
    {
      "package": "SparseM",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "demography",
      "role": "Suggests"
    },
    {
      "package": "doParallel",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "markdown",
      "role": "Suggests"
    },
    {
      "package": "rgl",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "seasonal",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    }
  ],
  "_owner": "robjhyndman",
  "_selfowned": true,
  "_usedby": 1,
  "_updates": [],
  "_tags": [],
  "_stars": 9,
  "_contributors": [
    {
      "user": "dokal01",
      "count": 89,
      "uuid": 4748428
    },
    {
      "user": "robjhyndman",
      "count": 89,
      "uuid": 127518
    },
    {
      "user": "ncooder",
      "count": 4,
      "uuid": 177158061
    }
  ],
  "_userbio": {
    "uuid": 127518,
    "type": "user",
    "name": "Rob J Hyndman",
    "followers": 3138,
    "description": "Professor of Statistics at Monash University, Australia"
  },
  "_downloads": {
    "count": 865,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/stR"
  },
  "_devurl": "https://github.com/robjhyndman/str",
  "_pkgdown": "https://pkg.robjhyndman.com/stR/",
  "_searchresults": 2164,
  "_rbuild": "4.6.2",
  "_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/stR.html"
  ],
  "_homeurl": "https://github.com/robjhyndman/str",
  "_realowner": "robjhyndman",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1",
      "date": "2016-08-27"
    },
    {
      "version": "0.2",
      "date": "2016-09-10"
    },
    {
      "version": "0.3",
      "date": "2017-01-06"
    },
    {
      "version": "0.4",
      "date": "2018-05-18"
    },
    {
      "version": "0.5",
      "date": "2022-02-17"
    },
    {
      "version": "0.6",
      "date": "2023-08-10"
    },
    {
      "version": "0.7",
      "date": "2024-07-28"
    },
    {
      "version": "0.7.1",
      "date": "2025-09-03"
    }
  ],
  "_exports": [
    "AutoSTR",
    "components",
    "heuristicSTR",
    "plotBeta",
    "RSTRmodel",
    "seasadj",
    "STR",
    "STRmodel"
  ],
  "_datasets": [
    {
      "name": "calls",
      "title": "Number of phone calls dataset",
      "object": "calls",
      "class": [
        "msts",
        "ts"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "electricity",
      "title": "Electricity consumption dataset",
      "object": "electricity",
      "class": [
        "msts",
        "ts"
      ],
      "fields": [
        "Consumption",
        "Temperature",
        "Time",
        "DailySeasonality",
        "WeeklySeasonality",
        "WorkingDaySeasonality"
      ],
      "rows": 5520,
      "table": true,
      "tojson": true
    },
    {
      "name": "grocery",
      "title": "Grocery and supermarkets turnover",
      "object": "grocery",
      "class": [
        "ts"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "AutoSTR",
      "title": "Automatic STR decomposition for time series data",
      "topics": [
        "AutoSTR"
      ]
    },
    {
      "page": "calls",
      "title": "Number of phone calls dataset",
      "topics": [
        "calls"
      ]
    },
    {
      "page": "components",
      "title": "Extract STR components",
      "topics": [
        "components"
      ]
    },
    {
      "page": "electricity",
      "title": "Electricity consumption dataset",
      "topics": [
        "electricity"
      ]
    },
    {
      "page": "grocery",
      "title": "Grocery and supermarkets turnover",
      "topics": [
        "grocery"
      ]
    },
    {
      "page": "heuristicSTR",
      "title": "Automatic STR decomposition with heuristic search of the parameters",
      "topics": [
        "heuristicSTR"
      ]
    },
    {
      "page": "plot.STR",
      "title": "Plots the results of decomposition",
      "topics": [
        "plot.STR"
      ]
    },
    {
      "page": "plotBeta",
      "title": "Plots the varying beta coefficients of decomposition",
      "topics": [
        "plotBeta"
      ]
    },
    {
      "page": "RSTRmodel",
      "title": "Robust STR decomposition",
      "topics": [
        "RSTRmodel"
      ]
    },
    {
      "page": "seasadj.STR",
      "title": "Seasonal adjustment based on STR",
      "topics": [
        "seasadj.STR"
      ]
    },
    {
      "page": "STR",
      "title": "Automatic STR decomposition",
      "topics": [
        "STR"
      ]
    },
    {
      "page": "STRmodel",
      "title": "STR decomposition",
      "topics": [
        "STRmodel"
      ]
    }
  ],
  "_readme": "https://github.com/robjhyndman/stR/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "codetools",
    "colorspace",
    "cpp11",
    "farver",
    "foreach",
    "forecast",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "iterators",
    "labeling",
    "lattice",
    "lifecycle",
    "lmtest",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixModels",
    "nlme",
    "nnet",
    "quantreg",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "rlang",
    "S7",
    "scales",
    "SparseM",
    "survival",
    "timeDate",
    "urca",
    "vctrs",
    "viridisLite",
    "withr",
    "zoo"
  ],
  "_vignettes": [
    {
      "source": "stRvignette.Rmd",
      "filename": "stRvignette.html",
      "title": "Package stR",
      "author": "Alexander Dokumentov",
      "engine": "knitr::knitr",
      "headings": [
        "Introduction",
        "Getting started",
        "Example with multiple seasonality",
        "Tuning an STR decomposition",
        "Robust STR decomposition",
        "Another example with multiple seasonality",
        "A complex example",
        "A forecasting example",
        "Final notes"
      ],
      "created": "2024-07-26 06:04:14",
      "modified": "2025-09-03 00:22:20",
      "commits": 6
    }
  ],
  "_score": 7.766621020593519,
  "_indexed": true,
  "_nocasepkg": "str",
  "_universes": [
    "robjhyndman"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.7.1.9000",
      "date": "2026-11-13T10:36:14.000Z",
      "distro": "resolute",
      "commit": "c6bb49e7c6e42ea2d965195b9546bcb0edcae842",
      "fileid": "https://r2.ropensci.org/b124664555289662b5bd9368ed06c5199ae7b90f2a4420f96f4b62a7fdc03ed2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/robjhyndman/actions/runs/43409406753"
    },
    {
      "r": "4.6.2",
      "os": "linux",
      "version": "0.7.1.9000",
      "date": "2026-11-13T10:36:41.000Z",
      "distro": "resolute",
      "commit": "c6bb49e7c6e42ea2d965195b9546bcb0edcae842",
      "fileid": "https://r2.ropensci.org/d10eaf78627ecd8fe0fcd9d5ee8dc4b1b1585220c7943cd393fb27f95518d801",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/robjhyndman/actions/runs/43409406753"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.7.1.9000",
      "date": "2026-11-13T10:51:01.000Z",
      "commit": "c6bb49e7c6e42ea2d965195b9546bcb0edcae842",
      "fileid": "https://r2.ropensci.org/c9b659cbded5592075bd09bdc02db34dd78736eb8debe0ab79aa22b234e5c974",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/robjhyndman/actions/runs/43409406753"
    },
    {
      "r": "4.6.2",
      "os": "mac",
      "version": "0.7.1.9000",
      "date": "2026-11-13T10:59:31.000Z",
      "commit": "c6bb49e7c6e42ea2d965195b9546bcb0edcae842",
      "fileid": "https://r2.ropensci.org/d221f4df89106f68a58b3d45a7dbd32bfc3febef06cb8cafc9cff29c166e8911",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/robjhyndman/actions/runs/43409406753"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.7.1.9000",
      "date": "2026-11-13T10:36:10.000Z",
      "commit": "c6bb49e7c6e42ea2d965195b9546bcb0edcae842",
      "fileid": "https://r2.ropensci.org/0cb0f0eb643b36dfab01cb450ee6d724895cc250a6be3bd6f2c5aac9f92a6ce6",
      "status": "success",
      "buildurl": "https://github.com/r-universe/robjhyndman/actions/runs/43409406753"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.7.1.9000",
      "date": "2026-11-13T10:35:56.000Z",
      "commit": "c6bb49e7c6e42ea2d965195b9546bcb0edcae842",
      "fileid": "https://r2.ropensci.org/9c9fab86a10c9fd69f95ba7f166edfbb239ced8cc13d542d088cabb519f8e46e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/robjhyndman/actions/runs/43409406753"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.7.1.9000",
      "date": "2026-11-13T10:36:07.000Z",
      "commit": "c6bb49e7c6e42ea2d965195b9546bcb0edcae842",
      "fileid": "https://r2.ropensci.org/b7f7c5db338d5359183516f623a82e9279aa7ea82dca563e6387aadba6fab3d4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/robjhyndman/actions/runs/43409406753"
    },
    {
      "r": "4.6.2",
      "os": "win",
      "version": "0.7.1.9000",
      "date": "2026-11-13T10:36:08.000Z",
      "commit": "c6bb49e7c6e42ea2d965195b9546bcb0edcae842",
      "fileid": "https://r2.ropensci.org/01e4c38391950f3b658c1b9aa8fd5e9a3a9783426e7b937030e98a970dc749e0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/robjhyndman/actions/runs/43409406753"
    }
  ]
}