{
  "_id": "6a1ed0b2b401979e7340df44",
  "Package": "mqqr",
  "Type": "Package",
  "Title": "Multivariate Quantile-on-Quantile Regression",
  "Version": "1.0.0",
  "Authors@R": "c(\nperson(\"Merwan\", \"Roudane\",\nemail = \"merwanroudane920@gmail.com\",\nrole = c(\"aut\", \"cre\", \"cph\")),\nperson(\"Avik\", \"Sinha\", role = \"ctb\",\ncomment = \"Original m-QQR methodology\"),\nperson(\"Nicholas\", \"Sim\", role = \"ctb\",\ncomment = \"Original QQ regression methodology\"),\nperson(\"Hongtao\", \"Zhou\", role = \"ctb\",\ncomment = \"Original QQ regression methodology\"))",
  "Description": "Implements Multivariate Quantile-on-Quantile Regression\n(m-QQR) of Sinha, Ghosh, Hussain, Nguyen and Das (2023)\n<doi:10.1016/j.eneco.2023.107021>, extending the bivariate\nQuantile-on-Quantile regression of Sim and Zhou (2015)\n<doi:10.1016/j.jbankfin.2015.01.013> to include exogenous\nmoderators and controls with optional interaction terms. For\neach pair of quantile levels (theta of the response and tau of\nthe regressor) the package fits a locally-weighted quantile\nregression of y on the principal regressor x, a lagged\ndependent variable, moderators Z and the x*Z interaction terms,\nusing Gaussian kernel weights on the empirical cumulative\ndistribution function (CDF) distance. Bootstrap standard errors\nand Koenker-Machado pseudo R-squared are reported.\nVisualisations include 'MATLAB'-style 'Parula' and 'Jet' 3D\nsurfaces, heatmaps and contour plots through 'plotly'.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.1",
  "URL": "https://github.com/merwanroudane/multiqqr",
  "BugReports": "https://github.com/merwanroudane/multiqqr/issues",
  "Config/testthat/edition": "3",
  "NeedsCompilation": "no",
  "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev libssl-dev",
  "Repository": "https://merwanroudane.r-universe.dev",
  "Date/Publication": "2026-06-01 18:26:26 UTC",
  "RemoteUrl": "https://github.com/merwanroudane/multiqqr",
  "RemoteRef": "HEAD",
  "RemoteSha": "c516703397d8364ed89e8ad9e02df6f17b3c81d2",
  "Packaged": {
    "Date": "2026-06-02 12:41:36 UTC",
    "User": "root"
  },
  "Author": "Merwan Roudane [aut, cre, cph],\nAvik Sinha [ctb] (Original m-QQR methodology),\nNicholas Sim [ctb] (Original QQ regression methodology),\nHongtao Zhou [ctb] (Original QQ regression methodology)",
  "Maintainer": "Merwan Roudane <merwanroudane920@gmail.com>",
  "MD5sum": "e68cdfa02a0af9f9da2a829bc14f7766",
  "_user": "merwanroudane",
  "_type": "src",
  "_file": "mqqr_1.0.0.tar.gz",
  "_fileid": "a674d31dfc498e2ec4119be87681baf7c775fd53dbfcf89913c7bd484fa85806",
  "_filesize": 159806,
  "_sha256": "a674d31dfc498e2ec4119be87681baf7c775fd53dbfcf89913c7bd484fa85806",
  "_created": "2026-06-02T12:41:36.000Z",
  "_published": "2026-06-02T12:46:42.234Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79073138052,
      "time": 177,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7357993911"
    },
    {
      "job": 79073138024,
      "time": 166,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7357989603"
    },
    {
      "job": 79073137984,
      "time": 258,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7358014111"
    },
    {
      "job": 79073137981,
      "time": 141,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7357974378"
    },
    {
      "job": 79072366676,
      "time": 254,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7357924095"
    },
    {
      "job": 79073138066,
      "time": 121,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7357971982"
    },
    {
      "job": 79073138020,
      "time": 120,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7357973510"
    },
    {
      "job": 79073137976,
      "time": 111,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7357968376"
    },
    {
      "job": 79073137950,
      "time": 124,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7357973475"
    }
  ],
  "_buildurl": "https://github.com/r-universe/merwanroudane/actions/runs/26820151141",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/merwanroudane/multiqqr",
  "_commit": {
    "id": "c516703397d8364ed89e8ad9e02df6f17b3c81d2",
    "author": "Merwan Roudane <merwanroudane920@gmail.com>",
    "committer": "Merwan Roudane <merwanroudane920@gmail.com>",
    "message": "README: add CRAN status and downloads badges\n",
    "time": 1780338386
  },
  "_maintainer": {
    "name": "Merwan Roudane",
    "email": "merwanroudane920@gmail.com"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "quantreg",
      "version": ">= 5.0",
      "role": "Imports"
    },
    {
      "package": "plotly",
      "version": ">= 4.0.0",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "merwanroudane",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-21",
      "n": 1
    },
    {
      "week": "2026-22",
      "n": 2
    },
    {
      "week": "2026-23",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "v1.0.0",
      "date": "2026-06-01"
    }
  ],
  "_stars": 0,
  "_userbio": {
    "uuid": 139766052,
    "type": "user",
    "name": "merwanroudane"
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mqqr"
  },
  "_devurl": "https://github.com/merwanroudane/multiqqr",
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/mqqr.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/merwanroudane/multiqqr",
  "_realowner": "merwanroudane",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2026-06-01"
    }
  ],
  "_exports": [
    "bluered_colors",
    "gaussian_kernel",
    "matlab_jet_colors",
    "mqq_export",
    "mqq_regression",
    "mqq_statistics",
    "mqq_to_matrix",
    "mqqr_colorscales",
    "mqqr_palette",
    "parula_colors",
    "plot_mqq_3d",
    "plot_mqq_contour",
    "plot_mqq_heatmap",
    "plot_mqq_interaction",
    "qq_weights",
    "resolve_colorscale",
    "sinha_colors",
    "turbo_colors",
    "weighted_qr"
  ],
  "_help": [
    {
      "page": "mqqr-package",
      "title": "mqqr: Multivariate Quantile-on-Quantile Regression",
      "topics": [
        "mqqr-package",
        "mqqr"
      ]
    },
    {
      "page": "mqq_regression",
      "title": "Multivariate Quantile-on-Quantile Regression",
      "topics": [
        "mqq_regression"
      ]
    },
    {
      "page": "mqq_to_matrix",
      "title": "Helpers for m-QQR results",
      "topics": [
        "mqq_export",
        "mqq_statistics",
        "mqq_to_matrix"
      ]
    },
    {
      "page": "parula_colors",
      "title": "MATLAB-style and Sinha-paper colour palettes",
      "topics": [
        "bluered_colors",
        "matlab_jet_colors",
        "mqqr_colorscales",
        "mqqr_palette",
        "parula_colors",
        "resolve_colorscale",
        "sinha_colors",
        "turbo_colors"
      ]
    },
    {
      "page": "plot_mqq_3d",
      "title": "Visualisations for m-QQR Results",
      "topics": [
        "plot_mqq_3d",
        "plot_mqq_contour",
        "plot_mqq_heatmap",
        "plot_mqq_interaction"
      ]
    },
    {
      "page": "qq_weights",
      "title": "Numerical building blocks for QQ regression",
      "topics": [
        "gaussian_kernel",
        "qq_weights",
        "weighted_qr"
      ]
    }
  ],
  "_readme": "https://github.com/merwanroudane/multiqqr/raw/HEAD/README.md",
  "_rundeps": [
    "askpass",
    "base64enc",
    "bslib",
    "cachem",
    "cli",
    "cpp11",
    "crosstalk",
    "curl",
    "data.table",
    "digest",
    "dplyr",
    "evaluate",
    "farver",
    "fastmap",
    "fontawesome",
    "fs",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "highr",
    "htmltools",
    "htmlwidgets",
    "httr",
    "isoband",
    "jquerylib",
    "jsonlite",
    "knitr",
    "labeling",
    "later",
    "lattice",
    "lazyeval",
    "lifecycle",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixModels",
    "memoise",
    "mime",
    "openssl",
    "otel",
    "pillar",
    "pkgconfig",
    "plotly",
    "promises",
    "purrr",
    "quantreg",
    "R6",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "rlang",
    "rmarkdown",
    "S7",
    "sass",
    "scales",
    "SparseM",
    "stringi",
    "stringr",
    "survival",
    "sys",
    "tibble",
    "tidyr",
    "tidyselect",
    "tinytex",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "xfun",
    "yaml"
  ],
  "_score": 3.1760912590556813,
  "_indexed": true,
  "_nocasepkg": "mqqr",
  "_universes": [
    "merwanroudane"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-06-02T12:44:09.000Z",
      "distro": "noble",
      "commit": "c516703397d8364ed89e8ad9e02df6f17b3c81d2",
      "fileid": "c7ab2a7884df0ce6a2ce335a50f47e1d7ca2f5082aff3d135c2036549e17c3ca",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/merwanroudane/actions/runs/26820151141"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-06-02T12:44:00.000Z",
      "distro": "noble",
      "commit": "c516703397d8364ed89e8ad9e02df6f17b3c81d2",
      "fileid": "7a8c8ba3ffec3ff638701c02df6286421db3c2d9704d3a75453fac0ce5395323",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/merwanroudane/actions/runs/26820151141"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-06-02T12:44:54.000Z",
      "commit": "c516703397d8364ed89e8ad9e02df6f17b3c81d2",
      "fileid": "e2387d7bf75aa1e4c50aef9e370971c3cb497e242e7d35ff76aac3f201230166",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/merwanroudane/actions/runs/26820151141"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-06-02T12:43:34.000Z",
      "commit": "c516703397d8364ed89e8ad9e02df6f17b3c81d2",
      "fileid": "37d88428d2a2207603aa5ec38222e43329316317bdba452f5a3dbc6098a41599",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/merwanroudane/actions/runs/26820151141"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.0",
      "date": "2026-06-02T12:43:59.000Z",
      "commit": "c516703397d8364ed89e8ad9e02df6f17b3c81d2",
      "fileid": "50ab0245a0dabca24351ff8bec4e3adb68d906f72a551651cc935b5ba2f71245",
      "status": "success",
      "buildurl": "https://github.com/r-universe/merwanroudane/actions/runs/26820151141"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-06-02T12:43:07.000Z",
      "commit": "c516703397d8364ed89e8ad9e02df6f17b3c81d2",
      "fileid": "df67d56cb51ca573b1eecc42de48d3ff1e83759fdd96aa6f2a3ee86a30ddd6f9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/merwanroudane/actions/runs/26820151141"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-06-02T12:42:53.000Z",
      "commit": "c516703397d8364ed89e8ad9e02df6f17b3c81d2",
      "fileid": "8b3155fa485f0d439da01d61234adebfb1a5fd05780d9f818138e5037e683dc7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/merwanroudane/actions/runs/26820151141"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-06-02T12:43:10.000Z",
      "commit": "c516703397d8364ed89e8ad9e02df6f17b3c81d2",
      "fileid": "43f497bd744c44cc7f29aa4c993c29d0d395537af148a3267f419d0bb8bc2072",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/merwanroudane/actions/runs/26820151141"
    }
  ]
}