{
  "_id": "6a0f6d08acfb0bcc41c5eacb",
  "Package": "gofar",
  "Type": "Package",
  "Title": "Generalized Co-Sparse Factor Regression",
  "Version": "0.1",
  "Date": "2022-02-26",
  "Authors@R": "c(person(given = 'Aditya',\nfamily = 'Mishra',\nrole = c('aut', 'cre'),\nemail = 'amishra@flatironinstitute.org'),\nperson(given = 'Kun',\nfamily = 'Chen',\nrole = 'aut'))",
  "Maintainer": "Aditya Mishra <amishra@flatironinstitute.org>",
  "Description": "Divide and conquer approach for estimating low-rank and\nsparse coefficient matrix in the generalized co-sparse factor\nregression. Please refer the manuscript 'Mishra, Aditya, Dipak\nK. Dey, Yong Chen, and Kun Chen. Generalized co-sparse factor\nregression. Computational Statistics & Data Analysis 157\n(2021): 107127' for more details.",
  "URL": "https://github.com/amishra-stats/gofar,\nhttps://www.sciencedirect.com/science/article/pii/S0167947320302188",
  "License": "GPL (>= 3.0)",
  "LazyData": "TRUE",
  "Encoding": "UTF-8",
  "NeedsCompilation": "yes",
  "RoxygenNote": "7.1.2",
  "Roxygen": "list(markdown = TRUE)",
  "Language": "en-US",
  "Repository": "https://amishra-stats.r-universe.dev",
  "Date/Publication": "2022-02-27 13:59:07 UTC",
  "RemoteUrl": "https://github.com/amishra-stats/gofar",
  "RemoteRef": "HEAD",
  "RemoteSha": "429e113be9e2c198ab592708196734a46c8fb583",
  "RemoteSubdir": "gofar",
  "Packaged": {
    "Date": "2026-05-21 08:05:32 UTC",
    "User": "root"
  },
  "Author": "Aditya Mishra [aut, cre],\nKun Chen [aut]",
  "MD5sum": "aff26f311536bad0f9d8b941d4aaafb6",
  "_user": "amishra-stats",
  "_type": "src",
  "_file": "gofar_0.1.tar.gz",
  "_fileid": "c0a273cbe724db1dae7b1998c4f6aa67a502e1196c6de8ba5aa0066279840784",
  "_filesize": 333136,
  "_sha256": "c0a273cbe724db1dae7b1998c4f6aa67a502e1196c6de8ba5aa0066279840784",
  "_created": "2026-05-21T08:05:32.000Z",
  "_published": "2026-05-21T20:37:28.463Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77263825606,
      "time": 225,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "7130503969"
    },
    {
      "job": 77263824743,
      "time": 199,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "7130495824"
    },
    {
      "job": 77263825281,
      "time": 159,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7130483277"
    },
    {
      "job": 77263825164,
      "time": 209,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7130498974"
    },
    {
      "job": 77263825282,
      "time": 205,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "7130481913"
    },
    {
      "job": 77263825354,
      "time": 470,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "7130569883"
    },
    {
      "job": 77263825061,
      "time": 175,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7130479189"
    },
    {
      "job": 77263824732,
      "time": 344,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7130532615"
    },
    {
      "job": 77263824757,
      "time": 186,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7130432114"
    },
    {
      "job": 77263824430,
      "time": 109,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7146620224"
    },
    {
      "job": 77263824822,
      "time": 138,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "7130476031"
    },
    {
      "job": 77263825417,
      "time": 111,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "7130467296"
    },
    {
      "job": 77263825387,
      "time": 147,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7130478527"
    }
  ],
  "_buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/amishra-stats/gofar",
  "_commit": {
    "id": "429e113be9e2c198ab592708196734a46c8fb583",
    "author": "amishra-stats <amishra@flatironinstitute.org>",
    "committer": "amishra-stats <amishra@flatironinstitute.org>",
    "message": "updated readme\n",
    "time": 1645970347
  },
  "_maintainer": {
    "name": "Aditya Mishra",
    "email": "amishra@flatironinstitute.org"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Depends"
    },
    {
      "package": "utils",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "version": ">= 0.12.9",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "rrpack",
      "role": "Imports"
    },
    {
      "package": "glmnet",
      "role": "Imports"
    }
  ],
  "_owner": "amishra-stats",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "amishra-stats",
      "count": 1,
      "uuid": 49956307
    }
  ],
  "_userbio": {
    "uuid": 49956307,
    "type": "user",
    "name": "Aditya Kumar Mishra",
    "description": "Assistant Professor of Statistics @ University of Georgia"
  },
  "_downloads": {
    "count": 246,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/gofar"
  },
  "_devurl": "https://github.com/amishra-stats/gofar",
  "_searchresults": 5,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/gofar.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/amishra-stats/gofar",
  "_realowner": "amishra-stats",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1",
      "date": "2022-03-02"
    }
  ],
  "_exports": [
    "gofar_control",
    "gofar_p",
    "gofar_s",
    "gofar_sim"
  ],
  "_datasets": [
    {
      "name": "simulate_gofar",
      "title": "Simulated data for GOFAR",
      "object": "simulate_gofar",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "get.lam.max2",
      "title": "Obtain lambda_max for for generating sequence of tuning parameter in G-CURE problem",
      "topics": [
        "get.lam.max2"
      ]
    },
    {
      "page": "getKappaC0",
      "title": "Obtain scaling constant for monotone decreasing G-CURE problem",
      "topics": [
        "getKappaC0"
      ]
    },
    {
      "page": "getNullDev",
      "title": "Obtain null deviance to utilize in convergence",
      "topics": [
        "getNullDev"
      ]
    },
    {
      "page": "getScaleGaussian",
      "title": "Suitably scale gaussian response for unit variance",
      "topics": [
        "getScaleGaussian"
      ]
    },
    {
      "page": "glmCol",
      "title": "Fit glm Columnwise on the control variable",
      "topics": [
        "glmCol"
      ]
    },
    {
      "page": "gofar_control",
      "title": "Control parameters for the estimation procedure of GOFAR(S) and GOFAR(P)",
      "topics": [
        "gofar_control"
      ]
    },
    {
      "page": "gofar_p",
      "title": "Generalize Exclusive factor extraction via co-sparse unit-rank estimation (GOFAR(P)) using k-fold crossvalidation",
      "topics": [
        "gofar_p"
      ]
    },
    {
      "page": "gofar_s",
      "title": "Generalize Sequential factor extraction via co-sparse unit-rank estimation (GOFAR(S)) using k-fold crossvalidation",
      "topics": [
        "gofar_s"
      ]
    },
    {
      "page": "gofar_sim",
      "title": "Simulate data for GOFAR",
      "topics": [
        "gofar_sim"
      ]
    },
    {
      "page": "logLikehood",
      "title": "loglikelihood of the observation",
      "topics": [
        "logLikehood"
      ]
    },
    {
      "page": "objFun5",
      "title": "Evaluate of objective function",
      "topics": [
        "objFun5"
      ]
    },
    {
      "page": "simulate_gofar",
      "title": "Simulated data for GOFAR",
      "topics": [
        "simulate_gofar"
      ]
    },
    {
      "page": "updateFitObject",
      "title": "Rescale gaussian response",
      "topics": [
        "updateFitObject"
      ]
    }
  ],
  "_readme": "https://github.com/amishra-stats/gofar/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "codetools",
    "cpp11",
    "farver",
    "foreach",
    "ggplot2",
    "glmnet",
    "glue",
    "gtable",
    "isoband",
    "iterators",
    "labeling",
    "lattice",
    "lifecycle",
    "magrittr",
    "MASS",
    "Matrix",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "rlang",
    "rrpack",
    "S7",
    "scales",
    "shape",
    "survival",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "liblapack",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_score": 2.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "gofar",
  "_universes": [
    "amishra-stats"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1",
      "date": "2026-05-21T08:09:07.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "db0eed22e18061143a7a1b0a50df66c0def45f5db67022eeb1b52f6fad2e4b01",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1",
      "date": "2026-05-21T08:08:37.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "ef9a82b02f60608438f5ca788da1172120277ee063ce6c92be64b80160a78e21",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1",
      "date": "2026-05-21T08:08:01.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "d2c9b070a55aca5dd28ed71d5c60ae4bdef27f5e960fa6ac705b7165ee7f2085",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1",
      "date": "2026-05-21T08:08:47.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "db1b439a0c5cd3580fd1e648cc0cec22b9be7464faa9f18e9d7d5ffd4b0ee085",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1",
      "date": "2026-05-21T08:08:10.000Z",
      "arch": "aarch64",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "ab5836a0066840928add817ec6d73f030e48616dd9a9c87c167b867926678f98",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1",
      "date": "2026-05-21T08:11:24.000Z",
      "arch": "x86_64",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "101ff1ba844bbcdf8b431cecabc827bc6830e35b4108867b24ef2ba747cb4b5f",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1",
      "date": "2026-05-21T08:08:01.000Z",
      "arch": "aarch64",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "097f61d03c079fe7090f3b0452f101809d23d16c1502bf74318462191367e2c6",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1",
      "date": "2026-05-21T08:09:49.000Z",
      "arch": "x86_64",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "d46e8da41bbc6cac05f73495507adea8709fe5561c74e6aae1d6dd4a50ba444e",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1",
      "date": "2026-05-21T20:37:02.000Z",
      "arch": "emscripten",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "d9071d412f58df3a9f6d5855db2ba5f7a3a9491607ab8bd3d8c1679723b4ccbc",
      "status": "success",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1",
      "date": "2026-05-21T08:07:06.000Z",
      "arch": "x86_64",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "9050217b5ffa3c8a000260c41b41c7509793f01f02db4960d048159b19277889",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1",
      "date": "2026-05-21T08:06:57.000Z",
      "arch": "x86_64",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "a7cebac019942bcfe96c6f5229b3125d897bade16c5cc2ef3546553c6076d142",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1",
      "date": "2026-05-21T08:07:05.000Z",
      "arch": "x86_64",
      "commit": "429e113be9e2c198ab592708196734a46c8fb583",
      "fileid": "57a51b5c4f2c44cbfb39e3da7f5df5f84c24622f760fb91474251ffd74ffcd3d",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/amishra-stats/actions/runs/26213503865"
    }
  ]
}