{
  "_id": "6a1ed5d2b401979e7340e734",
  "Package": "WaveST",
  "Type": "Package",
  "Title": "Wavelet-Based Spatial Time Series Models",
  "Version": "0.1.0",
  "Authors@R": "c(\nperson(given = \"Dr. Md\", family = \"Yeasin\",\nemail = \"yeasin.iasri@gmail.com\",\nrole = c(\"aut\")),\nperson(given = \"Dr. Ranjit Kumar\", family = \"Paul\",\nemail = \"ranjitstat@gmail.com\",\nrole = c(\"aut\", \"cre\")),\nperson(given = \"Akarsh Kumar\", family = \"Singh\",\nrole = c(\"aut\"))\n)",
  "Maintainer": "Dr. Ranjit Kumar Paul <ranjitstat@gmail.com>",
  "Description": "An integrated wavelet-based spatial time series modelling\nframework designed to enhance predictive accuracy under noisy\nand nonstationary conditions by jointly exploiting\nmulti-resolution (wavelet) information and spatial dependence.\nThe package implements WaveSARIMA() (Wavelet Based Spatial\nAutoRegressive Integrated Moving Average model using regression\nfeatures with forecast::auto.arima()) and WaveSNN() (Wavelet\nBased Spatial Neural Network model using neuralnet with\nhyperparameter search). Both functions support spatial\ntransformation via a user-supplied spatial matrix, lag feature\nconstruction, MODWT-based wavelet sub-series feature\ngeneration, time-ordered train/test splitting, and performance\nevaluation (Root Mean Square Error (RMSE), Mean Absolute Error\n(MAE), R-squared (R²), and Mean Absolute Percentage Error\n(MAPE)), returning fitted models and actual vs predicted values\nfor train and test sets. The package has been developed using\nthe algorithm of Paul et al. (2023)\n<doi:10.1007/s43538-025-00581-1>.",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.1",
  "License": "GPL-3",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-20 10:34:37 UTC",
    "User": "root"
  },
  "Author": "Dr. Md Yeasin [aut], Dr. Ranjit Kumar Paul [aut, cre], Akarsh\nKumar Singh [aut]",
  "Config/pak/sysreqs": "cmake texlive libssl-dev",
  "Repository": "https://ranjitstat.r-universe.dev",
  "Date/Publication": "2026-03-16 19:31:55 UTC",
  "RemoteUrl": "https://github.com/cran/WaveST",
  "RemoteRef": "HEAD",
  "RemoteSha": "41e1b758a92088772ea88b9c5583b6b041208da8",
  "MD5sum": "9e89844d395b9faefd931451222f59a7",
  "_user": "ranjitstat",
  "_type": "src",
  "_file": "WaveST_0.1.0.tar.gz",
  "_fileid": "8b05b550d846b5475c5d3e00a1a6310a2375c7ffae911020809e1a0d6e59b70a",
  "_filesize": 88660,
  "_sha256": "8b05b550d846b5475c5d3e00a1a6310a2375c7ffae911020809e1a0d6e59b70a",
  "_created": "2026-05-20T10:34:37.000Z",
  "_published": "2026-06-02T13:08:34.485Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79077421964,
      "time": 202,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7107711390"
    },
    {
      "job": 79077421971,
      "time": 252,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7107728706"
    },
    {
      "job": 79077422083,
      "time": 94,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7107711160"
    },
    {
      "job": 79077422033,
      "time": 102,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7107743066"
    },
    {
      "job": 79077421906,
      "time": 236,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7107641979"
    },
    {
      "job": 79077421161,
      "time": 176,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7358525079"
    },
    {
      "job": 79077421991,
      "time": 115,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7107682439"
    },
    {
      "job": 79077422339,
      "time": 109,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7107680883"
    },
    {
      "job": 79077422313,
      "time": 101,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7107678107"
    }
  ],
  "_buildurl": "https://github.com/r-universe/ranjitstat/actions/runs/26156822777",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/WaveST",
  "_commit": {
    "id": "41e1b758a92088772ea88b9c5583b6b041208da8",
    "author": "Dr. Ranjit Kumar Paul <ranjitstat@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.1.0\n",
    "time": 1773689515
  },
  "_maintainer": {
    "name": "Dr. Ranjit Kumar Paul",
    "email": "ranjitstat@gmail.com",
    "login": "ranjitstat",
    "description": "Scientist (Agricultural Statistics)",
    "uuid": 77777756
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "forecast",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "neuralnet",
      "role": "Imports"
    },
    {
      "package": "tsutils",
      "role": "Imports"
    },
    {
      "package": "wavelets",
      "role": "Imports"
    },
    {
      "package": "devtools",
      "role": "Suggests"
    },
    {
      "package": "roxygen2",
      "role": "Suggests"
    },
    {
      "package": "usethis",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-12",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "0.1.0",
      "date": "2026-03-16"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "ranjitstat",
      "count": 1,
      "uuid": 77777756
    }
  ],
  "_userbio": {
    "uuid": 77777756,
    "type": "user",
    "name": "Ranjit Kumar Paul",
    "description": "Scientist (Agricultural Statistics)"
  },
  "_downloads": {
    "count": 497,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/WaveST"
  },
  "_searchresults": 3,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/WaveST.html",
    "manual.pdf"
  ],
  "_realowner": "ranjitstat",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2026-03-16"
    }
  ],
  "_exports": [
    "WaveSARIMA",
    "WaveSNN"
  ],
  "_help": [
    {
      "page": "WaveSARIMA",
      "title": "WaveSARIMA: Wavelet based Spatial ARIMA Model",
      "topics": [
        "WaveSARIMA"
      ]
    },
    {
      "page": "WaveSNN",
      "title": "WaveSNN: Wavelet based Spatial ANN Model",
      "topics": [
        "WaveSNN"
      ]
    }
  ],
  "_rundeps": [
    "askpass",
    "cli",
    "colorspace",
    "cpp11",
    "curl",
    "Deriv",
    "farver",
    "forecast",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "greybox",
    "gtable",
    "httr",
    "isoband",
    "jsonlite",
    "labeling",
    "lattice",
    "lifecycle",
    "lmtest",
    "magrittr",
    "MAPA",
    "MASS",
    "mime",
    "neuralnet",
    "nlme",
    "nloptr",
    "nnet",
    "openssl",
    "plotrix",
    "pracma",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "rlang",
    "S7",
    "scales",
    "smooth",
    "statmod",
    "sys",
    "texreg",
    "timeDate",
    "tsutils",
    "urca",
    "vctrs",
    "viridisLite",
    "wavelets",
    "withr",
    "xtable",
    "zoo"
  ],
  "_score": 1,
  "_indexed": true,
  "_nocasepkg": "wavest",
  "_universes": [
    "ranjitstat"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-05-20T10:37:49.000Z",
      "distro": "noble",
      "commit": "41e1b758a92088772ea88b9c5583b6b041208da8",
      "fileid": "5c45de803b14f7798017d94d1f95ab663081d5f38c2a0180714c61aaf84b0a8b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ranjitstat/actions/runs/26156822777"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-05-20T10:38:39.000Z",
      "distro": "noble",
      "commit": "41e1b758a92088772ea88b9c5583b6b041208da8",
      "fileid": "4e2c727f5fc282920ad71687d206d613fdb05db9ed947e2cfd1c98dab7f2bc25",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ranjitstat/actions/runs/26156822777"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-05-20T10:38:00.000Z",
      "commit": "41e1b758a92088772ea88b9c5583b6b041208da8",
      "fileid": "52a5bfdb46711b212eecc19aaaea9262f4de08c0d3bb0183a83be9201e15a0a8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ranjitstat/actions/runs/26156822777"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-05-20T10:39:30.000Z",
      "commit": "41e1b758a92088772ea88b9c5583b6b041208da8",
      "fileid": "6fa759207fc48b5cf86e282fd331c3de140a6aad891af4bad9d48fe1cd17be31",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ranjitstat/actions/runs/26156822777"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-05-20T10:36:15.000Z",
      "commit": "41e1b758a92088772ea88b9c5583b6b041208da8",
      "fileid": "d855e23c6e1eebc54f49f2304733695ed4a9e7a8f2996152803a019188c5a408",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ranjitstat/actions/runs/26156822777"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-05-20T10:36:12.000Z",
      "commit": "41e1b758a92088772ea88b9c5583b6b041208da8",
      "fileid": "7038614acf45fa8dd0ed4598c5c99006ab603299d5b71e295f9e55ef0d12a594",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ranjitstat/actions/runs/26156822777"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-05-20T10:36:03.000Z",
      "commit": "41e1b758a92088772ea88b9c5583b6b041208da8",
      "fileid": "b2d793a9aaf9010e38a580f9a5eaaa0251da63174a5d404aed54c96774ef2817",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ranjitstat/actions/runs/26156822777"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.0",
      "date": "2026-06-02T13:07:37.000Z",
      "commit": "41e1b758a92088772ea88b9c5583b6b041208da8",
      "fileid": "13be7cc1d522fa7d261bb4add342a6290e24bad32d7239c3ed0ed5d39eb2584d",
      "status": "success",
      "buildurl": "https://github.com/r-universe/ranjitstat/actions/runs/26156822777"
    }
  ]
}