{
  "_id": "6a1ee8d4b401979e73411b58",
  "Package": "HCTR",
  "Title": "Higher Criticism Tuned Regression",
  "Version": "0.1.1",
  "Authors@R": "c(person(\"Tao\", \"Jiang\", role = c(\"aut\", \"cre\"),\nemail = \"tjiang8@ncsu.edu\"))",
  "Description": "A novel searching scheme for tuning parameter in\nhigh-dimensional penalized regression. We propose a new\nestimate of the regularization parameter based on an estimated\nlower bound of the proportion of false null hypotheses\n(Meinshausen and Rice (2006) <doi:10.1214/009053605000000741>).\nThe bound is estimated by applying the empirical null\ndistribution of the higher criticism statistic, a second-level\nsignificance testing, which is constructed by dependent\np-values from a multi-split regression and aggregation method\n(Jeng, Zhang and Tzeng (2019)\n<doi:10.1080/01621459.2018.1518236>). An estimate of tuning\nparameter in penalized regression is decided corresponding to\nthe lower bound of the proportion of false null hypotheses.\nDifferent penalized regression methods are provided in the\nmulti-split algorithm.",
  "RdMacros": "Rdpack",
  "License": "GPL-2",
  "Encoding": "UTF-8",
  "RoxygenNote": "6.1.1",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-19 10:30:52 UTC",
    "User": "root"
  },
  "Author": "Tao Jiang [aut, cre]",
  "Maintainer": "Tao Jiang <tjiang8@ncsu.edu>",
  "Repository": "https://cranhaven.r-universe.dev",
  "Date/Publication": "2026-05-14 12:02:00 UTC",
  "RemoteUrl": "https://github.com/cranhaven/cranhaven.r-universe.dev",
  "RemoteRef": "package/HCTR",
  "RemoteSha": "bd8b0d404744619d02b079ff55f52e319165e8d0",
  "RemoteSubdir": "HCTR",
  "MD5sum": "3ac1731c6d92c8156ffb4aa5a2ea7e8f",
  "_user": "cranhaven",
  "_type": "src",
  "_file": "HCTR_0.1.1.tar.gz",
  "_fileid": "688d201e28efad561453cd0dd534a722df8ed20ca87bfd98aa4d80ca8533fe60",
  "_filesize": 107199,
  "_sha256": "688d201e28efad561453cd0dd534a722df8ed20ca87bfd98aa4d80ca8533fe60",
  "_created": "2026-05-19T10:30:52.000Z",
  "_published": "2026-06-02T14:29:40.005Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79094949060,
      "time": 126,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7081063068"
    },
    {
      "job": 79094949398,
      "time": 136,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7081066101"
    },
    {
      "job": 79094949641,
      "time": 125,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7081125679"
    },
    {
      "job": 79094948755,
      "time": 96,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7081119843"
    },
    {
      "job": 79094948664,
      "time": 147,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7081020947"
    },
    {
      "job": 79094947526,
      "time": 101,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7360628575"
    },
    {
      "job": 79094948509,
      "time": 81,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7081048426"
    },
    {
      "job": 79094949402,
      "time": 80,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7081047890"
    },
    {
      "job": 79094948842,
      "time": 87,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7081049711"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cranhaven/actions/runs/26091436746",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cranhaven/cranhaven.r-universe.dev",
  "_commit": {
    "id": "bd8b0d404744619d02b079ff55f52e319165e8d0",
    "author": "GitHub Action <action@github.com>",
    "committer": "GitHub Action <action@github.com>",
    "message": "Add HCTR to CRANhaven, because archived on 2026-05-14 12:02:00 +0000\n",
    "time": 1778760120
  },
  "_maintainer": {
    "name": "Tao Jiang",
    "email": "tjiang8@ncsu.edu",
    "login": "lethargy608",
    "description": "",
    "uuid": 24718547
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.4.0",
      "role": "Depends"
    },
    {
      "package": "glmnet",
      "version": ">= 2.0-18",
      "role": "Imports"
    },
    {
      "package": "harmonicmeanp",
      "version": ">= 3.0",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "ncvreg",
      "version": ">= 3.11-1",
      "role": "Imports"
    },
    {
      "package": "Rdpack",
      "version": ">= 0.11-0",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    }
  ],
  "_owner": "cranhaven",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-20",
      "n": 1
    }
  ],
  "_tags": [],
  "_topics": [
    "archived",
    "packages",
    "r-universe"
  ],
  "_stars": 5,
  "_contributors": [
    {
      "user": "henrikbengtsson",
      "count": 183,
      "uuid": 1616850
    }
  ],
  "_userbio": {
    "uuid": 161993010,
    "type": "organization",
    "name": "cranhaven",
    "description": "CRANhaven - Repository for Recently Archived CRAN Packages"
  },
  "_downloads": {
    "count": 182,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/HCTR"
  },
  "_devurl": "https://github.com/cranhaven/cranhaven.r-universe.dev",
  "_searchresults": 0,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/HCTR.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_realowner": "lethargy608",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2019-10-07"
    },
    {
      "version": "0.1.1",
      "date": "2019-11-22"
    }
  ],
  "_exports": [
    "bounding.seq",
    "est.lambda",
    "est.prop",
    "final.selection",
    "highdim.p",
    "pmpv"
  ],
  "_help": [
    {
      "page": "bounding.seq",
      "title": "Bounding Sequence",
      "topics": [
        "bounding.seq"
      ]
    },
    {
      "page": "est.lambda",
      "title": "Estimated Lambda",
      "topics": [
        "est.lambda"
      ]
    },
    {
      "page": "est.prop",
      "title": "Proportion Estimation",
      "topics": [
        "est.prop"
      ]
    },
    {
      "page": "final.selection",
      "title": "Final Selection",
      "topics": [
        "final.selection"
      ]
    },
    {
      "page": "highdim.p",
      "title": "p-values in high-dimensional linear model",
      "topics": [
        "highdim.p"
      ]
    },
    {
      "page": "multi.adlasso",
      "title": "Multi-split Adaptive Lasso",
      "topics": [
        "multi.adlasso"
      ]
    },
    {
      "page": "multi.lasso",
      "title": "Multi-split Lasso",
      "topics": [
        "multi.lasso"
      ]
    },
    {
      "page": "multi.mcp",
      "title": "Multi-split MCP",
      "topics": [
        "multi.mcp"
      ]
    },
    {
      "page": "multi.scad",
      "title": "Multi-split SCAD",
      "topics": [
        "multi.scad"
      ]
    },
    {
      "page": "pmpv",
      "title": "Permutation p-values",
      "topics": [
        "pmpv"
      ]
    }
  ],
  "_readme": "https://github.com/cranhaven/cranhaven.r-universe.dev/raw/package/HCTR/HCTR/README.md",
  "_rundeps": [
    "codetools",
    "FMStable",
    "foreach",
    "glmnet",
    "harmonicmeanp",
    "iterators",
    "lattice",
    "MASS",
    "Matrix",
    "ncvreg",
    "rbibutils",
    "Rcpp",
    "RcppEigen",
    "Rdpack",
    "shape",
    "survival"
  ],
  "_score": 2.3979400086720375,
  "_indexed": false,
  "_nocasepkg": "hctr",
  "_universes": [
    "cranhaven"
  ],
  "_indexurl": "https://lethargy608.r-universe.dev/HCTR",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-19T10:32:47.000Z",
      "distro": "noble",
      "commit": "bd8b0d404744619d02b079ff55f52e319165e8d0",
      "fileid": "f2cfd3e01d642cd2dc229107b57457c27ffb1bfb29fc098e6e872e80cf7f7ca0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/26091436746"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-19T10:32:56.000Z",
      "distro": "noble",
      "commit": "bd8b0d404744619d02b079ff55f52e319165e8d0",
      "fileid": "48afbdf59115b01adb31e941f0e24e0158732c91c864e43be64c2d0f3a659d25",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/26091436746"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-19T10:36:05.000Z",
      "commit": "bd8b0d404744619d02b079ff55f52e319165e8d0",
      "fileid": "72e39e85af4919a7ce00d2b148aaed38e2cf89ccdee39bd5adb6fad5df7f5884",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/26091436746"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-19T10:35:52.000Z",
      "commit": "bd8b0d404744619d02b079ff55f52e319165e8d0",
      "fileid": "77e9c2d16fc6ecc8caee767def7c1d73b7cec9c20ec6bbd84102f7aaa606e3d9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/26091436746"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-19T10:31:57.000Z",
      "commit": "bd8b0d404744619d02b079ff55f52e319165e8d0",
      "fileid": "ed3de65446a6fe3c58aacadb9d20823a8d7ede733662ffc3565a622fcfa9f6c2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/26091436746"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-19T10:31:57.000Z",
      "commit": "bd8b0d404744619d02b079ff55f52e319165e8d0",
      "fileid": "64701ff93f005451b6ddd6e7752c0bdfc7041a7aab80d5336ce8a7d201396fca",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/26091436746"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-19T10:31:59.000Z",
      "commit": "bd8b0d404744619d02b079ff55f52e319165e8d0",
      "fileid": "bdbfa2a5314bf95d374e0a7246d946c46b94b70b3b35b7560fd22e311bdc7e3e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/26091436746"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.1",
      "date": "2026-06-02T14:29:05.000Z",
      "commit": "bd8b0d404744619d02b079ff55f52e319165e8d0",
      "fileid": "44bdf82e33d4f81ccf1735306cfa7a0d2ce53f2d8efd810f89ba05261ada5b66",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/26091436746"
    }
  ]
}