{
  "_id": "6ab233143d719c1f8408a2e9",
  "Package": "MHTdiscrete",
  "Type": "Package",
  "Title": "Multiple Hypotheses Testing for Discrete Data",
  "Version": "1.0.0",
  "Author": "Yalin Zhu, Wenge Guo",
  "Maintainer": "Yalin Zhu <yalin.zhu@outlook.com>",
  "BugReports": "https://github.com/allenzhuaz/MHTdiscrete/issues",
  "URL": "https://allen.shinyapps.io/MTPs/",
  "Description": "A comprehensive tool for almost all existing multiple\ntesting methods for discrete data. The package also provides\nsome novel multiple testing procedures controlling FWER/FDR for\ndiscrete data. Given discrete p-values and their domains, the\n[method].p.adjust function returns adjusted p-values, which can\nbe used to compare with the nominal significant level alpha and\nmake decisions. For users' convenience, the functions also\nprovide the output option for printing decision rules.",
  "License": "GPL (>= 2)",
  "NeedsCompilation": "yes",
  "Repository": "https://allenzhuaz.r-universe.dev",
  "Date/Publication": "2019-07-09 19:10:25 UTC",
  "RemoteUrl": "https://github.com/allenzhuaz/mhtdiscrete",
  "RemoteRef": "HEAD",
  "RemoteSha": "987c99d8110c536c714b88aa55e4b3160610ab1e",
  "Packaged": {
    "Date": "2026-09-22 07:46:25 UTC",
    "User": "root"
  },
  "_user": "allenzhuaz",
  "_type": "src",
  "_file": "MHTdiscrete_1.0.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/1c6a046d478da004fdb3d8c9e82aa5acff26fd11a61de65367e68fef6166a091",
  "_filesize": 161330,
  "_sha256": "1c6a046d478da004fdb3d8c9e82aa5acff26fd11a61de65367e68fef6166a091",
  "_expires": "2026-12-31T07:49:37.000Z",
  "_created": "2026-09-22T07:46:25.000Z",
  "_published": "2026-09-22T07:49:40.602Z",
  "_jobs": [
    {
      "job": 106659812043,
      "time": 109,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10682763090"
    },
    {
      "job": 106659812102,
      "time": 139,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10682318839"
    },
    {
      "job": 106659811900,
      "time": 88,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10681952947"
    },
    {
      "job": 106659812013,
      "time": 76,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10682363501"
    },
    {
      "job": 106659061587,
      "time": 152,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10682682881"
    },
    {
      "job": 106659811854,
      "time": 101,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "10682113959"
    },
    {
      "job": 106659811949,
      "time": 57,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10681857922"
    },
    {
      "job": 106659812134,
      "time": 61,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10682173758"
    },
    {
      "job": 106659812048,
      "time": 55,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10682208719"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/allenzhuaz/actions/runs/35701072424",
  "_status": "success",
  "_upstream": "https://github.com/allenzhuaz/mhtdiscrete",
  "_commit": {
    "id": "987c99d8110c536c714b88aa55e4b3160610ab1e",
    "author": "Yalin Zhu <allenzhuaz@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update README.md",
    "time": 1562699425
  },
  "_maintainer": {
    "name": "Yalin Zhu",
    "email": "yalin.zhu@outlook.com",
    "login": "allenzhuaz",
    "orcid": "0000-0003-3830-8660",
    "description": "Statistician\n",
    "uuid": 5731610
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "multcomp",
      "role": "Suggests"
    },
    {
      "package": "FixSeqMTP",
      "role": "Suggests"
    }
  ],
  "_owner": "allenzhuaz",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "adjustment-computations",
    "benjamini-hochberg",
    "bonferroni",
    "discrete-distributions",
    "multiple-testing-correction"
  ],
  "_stars": 1,
  "_contributors": [
    {
      "user": "allenzhuaz",
      "count": 23,
      "uuid": 5731610
    }
  ],
  "_userbio": {
    "uuid": 5731610,
    "type": "user",
    "name": "Yalin Zhu",
    "followers": 22,
    "description": "Statistician\r\n"
  },
  "_downloads": {
    "count": 235,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MHTdiscrete"
  },
  "_devurl": "https://github.com/allenzhuaz/mhtdiscrete",
  "_searchresults": 37,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/MHTdiscrete.html",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/allenzhuaz/mhtdiscrete",
  "_realowner": "allenzhuaz",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2016-10-20"
    },
    {
      "version": "0.1.1",
      "date": "2016-10-27"
    },
    {
      "version": "0.1.2",
      "date": "2016-12-02"
    },
    {
      "version": "0.1.3",
      "date": "2017-02-08"
    },
    {
      "version": "1.0.0",
      "date": "2017-11-23"
    },
    {
      "version": "1.0.1",
      "date": "2018-12-15"
    }
  ],
  "_exports": [
    "getPval",
    "GTBH.p.adjust",
    "GTBY.p.adjust",
    "MBH.p.adjust",
    "MBL.p.adjust",
    "MBonf.p.adjust",
    "MBY.p.adjust",
    "MHoch.p.adjust",
    "MHolm.p.adjust",
    "MixBonf.p.adjust",
    "Roth.p.adjust",
    "Roth.rej",
    "Sidak.p.adjust",
    "Tarone.p.adjust",
    "TH.p.adjust"
  ],
  "_help": [
    {
      "page": "getPval",
      "title": "Calculating p-values for discrete data",
      "topics": [
        "getPval"
      ]
    },
    {
      "page": "GTBH.p.adjust",
      "title": "The adjusted p-values for Gilbert-Tarone-BH step-up FDR controlling procedure.",
      "topics": [
        "GTBH.p.adjust"
      ]
    },
    {
      "page": "GTBY.p.adjust",
      "title": "The adjusted p-values for Gilbert-Tarone-BY step-up FDR controlling procedure.",
      "topics": [
        "GTBY.p.adjust"
      ]
    },
    {
      "page": "MBH.p.adjust",
      "title": "The adjusted p-values for Modified Benjamini-Hochberg (BH) step-up FDR controlling procedure.",
      "topics": [
        "MBH.p.adjust"
      ]
    },
    {
      "page": "MBL.p.adjust",
      "title": "The adjusted p-values for Modified Benjamini-Liu (BL) step-down FDR controlling procedure.",
      "topics": [
        "MBL.p.adjust"
      ]
    },
    {
      "page": "MBonf.p.adjust",
      "title": "The adjusted p-values for Modified Bonferroni single-step FWER controlling procedure.",
      "topics": [
        "MBonf.p.adjust"
      ]
    },
    {
      "page": "MBY.p.adjust",
      "title": "The adjusted p-values for Modified Benjamini-Yekutieli (BY) step-up FDR controlling procedure.",
      "topics": [
        "MBY.p.adjust"
      ]
    },
    {
      "page": "MHoch.p.adjust",
      "title": "The adjusted p-values for Modified Hochberg step-up FWER controlling procedure.",
      "topics": [
        "MHoch.p.adjust"
      ]
    },
    {
      "page": "MHolm.p.adjust",
      "title": "The adjusted p-values for Modified Holm step-down FWER controlling procedure.",
      "topics": [
        "MHolm.p.adjust"
      ]
    },
    {
      "page": "MHTdiscrete",
      "title": "MHTdiscrete: A package for Multiple Hypotheses Testing for Discrete Data.",
      "topics": [
        "MHTdiscrete-package",
        "MHTdiscrete"
      ]
    },
    {
      "page": "MixBonf.p.adjust",
      "title": "The adjusted p-values for Mixed Bonferroni single-step FWER controlling procedure.",
      "topics": [
        "MixBonf.p.adjust"
      ]
    },
    {
      "page": "Roth.p.adjust",
      "title": "The adjusted p-values for Roth's step-up FWER controlling procedure.",
      "topics": [
        "Roth.p.adjust"
      ]
    },
    {
      "page": "Roth.rej",
      "title": "The number of rejected hypotheses for Roth's step-up FWER controlling procedure.",
      "topics": [
        "Roth.rej"
      ]
    },
    {
      "page": "Sidak.p.adjust",
      "title": "The adjusted p-values for Sidak single-step FWER controlling procedure.",
      "topics": [
        "Sidak.p.adjust"
      ]
    },
    {
      "page": "Tarone.p.adjust",
      "title": "The adjusted p-values for Tarone's single-step FWER controlling procedure.",
      "topics": [
        "Tarone.p.adjust"
      ]
    },
    {
      "page": "TH.p.adjust",
      "title": "The adjusted p-values for Tarone-Holm step-down FWER controlling procedure.",
      "topics": [
        "TH.p.adjust"
      ]
    }
  ],
  "_readme": "https://github.com/allenzhuaz/mhtdiscrete/raw/HEAD/README.md",
  "_rundeps": [],
  "_score": 3.2671717284030137,
  "_indexed": true,
  "_nocasepkg": "mhtdiscrete",
  "_universes": [
    "allenzhuaz"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-09-22T07:48:33.000Z",
      "distro": "resolute",
      "commit": "987c99d8110c536c714b88aa55e4b3160610ab1e",
      "fileid": "https://r2.ropensci.org/10b1385139937f75c5744817ca4e7067f74188074ef5416face098ae1ddada12",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/allenzhuaz/actions/runs/35701072424"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-09-22T07:49:03.000Z",
      "distro": "resolute",
      "commit": "987c99d8110c536c714b88aa55e4b3160610ab1e",
      "fileid": "https://r2.ropensci.org/310541e481ca319e90c22c6bc6377cffd07bdc880e7bbd19b3b4f0c03afbe08b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/allenzhuaz/actions/runs/35701072424"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-09-22T07:48:19.000Z",
      "commit": "987c99d8110c536c714b88aa55e4b3160610ab1e",
      "fileid": "https://r2.ropensci.org/60783052597e193f99880a61e187b23f15dfd52b1db488cbdfcf91ded4a5158f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/allenzhuaz/actions/runs/35701072424"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-09-22T07:48:04.000Z",
      "commit": "987c99d8110c536c714b88aa55e4b3160610ab1e",
      "fileid": "https://r2.ropensci.org/08f79becb4d3592dc67ca672e926409c0e54dd9d3fdcb7bde9ce880f4e752e1d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/allenzhuaz/actions/runs/35701072424"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.0",
      "date": "2026-09-22T07:48:33.000Z",
      "commit": "987c99d8110c536c714b88aa55e4b3160610ab1e",
      "fileid": "https://r2.ropensci.org/3995ece44ba01a1320bda9dc5180c820df2f88ee4ea74b3c614b34a9bd6e7458",
      "status": "success",
      "buildurl": "https://github.com/r-universe/allenzhuaz/actions/runs/35701072424"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-09-22T07:47:36.000Z",
      "commit": "987c99d8110c536c714b88aa55e4b3160610ab1e",
      "fileid": "https://r2.ropensci.org/0dd98a8692db8f98f2d1d62843dc5e8554c19c3d1396776b30dbda065aa11412",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/allenzhuaz/actions/runs/35701072424"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-09-22T07:47:41.000Z",
      "commit": "987c99d8110c536c714b88aa55e4b3160610ab1e",
      "fileid": "https://r2.ropensci.org/67d8845fa92ae7b8070ca1216682832ceb8bd4efb7380345aff2b72d8bf112db",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/allenzhuaz/actions/runs/35701072424"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-09-22T07:47:36.000Z",
      "commit": "987c99d8110c536c714b88aa55e4b3160610ab1e",
      "fileid": "https://r2.ropensci.org/7b2da251220b107be4d6824d7b2917ee0464c2cbbb1acb81f4b6aaabae4a2b51",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/allenzhuaz/actions/runs/35701072424"
    }
  ]
}