{
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  "Package": "FixSeqMTP",
  "Type": "Package",
  "Title": "Fixed Sequence Multiple Testing Procedures",
  "Version": "0.1.2",
  "Author": "Yalin Zhu, Wenge Guo",
  "Maintainer": "Yalin Zhu <yalin.zhu@outlook.com>",
  "BugReports": "https://github.com/allenzhuaz/FixSeqMTP/issues",
  "Description": "Several generalized / directional Fixed Sequence Multiple\nTesting Procedures (FSMTPs) are developed for testing a\nsequence of pre-ordered hypotheses while controlling the FWER,\nFDR and Directional Error (mdFWER). All three FWER controlling\ngeneralized FSMTPs are designed under arbitrary dependence,\nwhich allow any number of acceptances. Two FDR controlling\ngeneralized FSMTPs are respectively designed under arbitrary\ndependence and independence, which allow more but a given\nnumber of acceptances. Two mdFWER controlling directional\nFSMTPs are respectively designed under arbitrary dependence and\nindependence, which can also make directional decisions based\non the signs of the test statistics. The main functions for\neach proposed generalized / directional FSMTPs are designed to\ncalculate adjusted p-values and critical values, respectively.\nFor users' convenience, the functions also provide the output\noption for printing decision rules.",
  "License": "GPL (>= 2)",
  "Encoding": "UTF-8",
  "Repository": "https://allenzhuaz.r-universe.dev",
  "Date/Publication": "2019-08-06 19:11:38 UTC",
  "RemoteUrl": "https://github.com/allenzhuaz/fixseqmtp",
  "RemoteRef": "HEAD",
  "RemoteSha": "7659e10f875c5f5deaa68d7294f6481af9fd2187",
  "NeedsCompilation": "no",
  "Packaged": {
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    "User": "root"
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  "_user": "allenzhuaz",
  "_type": "src",
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  "_created": "2026-05-08T07:01:36.000Z",
  "_published": "2026-05-22T14:11:29.863Z",
  "_distro": "noble",
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  "_host": "GitHub-Actions",
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  "_commit": {
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    "author": "Yalin Zhu <allenzhuaz@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update README.md",
    "time": 1565118698
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  "_maintainer": {
    "name": "Yalin Zhu",
    "email": "yalin.zhu@outlook.com",
    "login": "allenzhuaz",
    "orcid": "0000-0003-3830-8660",
    "uuid": 5731610
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  "_registered": true,
  "_dependencies": [
    {
      "package": "multxpert",
      "role": "Suggests"
    },
    {
      "package": "multcomp",
      "role": "Suggests"
    },
    {
      "package": "MHTdiscrete",
      "role": "Suggests"
    }
  ],
  "_owner": "allenzhuaz",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "multiple-testing",
    "pre-order",
    "sequential-testing"
  ],
  "_stars": 3,
  "_contributors": [
    {
      "user": "allenzhuaz",
      "count": 28,
      "uuid": 5731610
    }
  ],
  "_userbio": {
    "uuid": 5731610,
    "type": "user",
    "name": "Yalin Zhu",
    "description": "Statistician\r\n"
  },
  "_downloads": {
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/FixSeqMTP"
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  "_devurl": "https://github.com/allenzhuaz/fixseqmtp",
  "_searchresults": 11,
  "_rbuild": "4.6.0",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/FixSeqMTP.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/allenzhuaz/fixseqmtp",
  "_realowner": "allenzhuaz",
  "_cranurl": true,
  "_releases": [
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      "version": "0.1.0",
      "date": "2016-12-01"
    },
    {
      "version": "0.1.1",
      "date": "2016-12-09"
    },
    {
      "version": "0.1.2",
      "date": "2017-01-05"
    }
  ],
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    "bisection.FWER",
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    "FSFDR.arbidept.p.adjust",
    "FSFDR.indept.cv",
    "FSFDR.indept.p.adjust",
    "FSFWER.arbidept.cv",
    "FSFWER.arbidept.p.adjust",
    "FSmdFWER.arbidept.cv",
    "FSmdFWER.arbidept.p.adjust",
    "FSmdFWER.indept.cv",
    "FSmdFWER.indept.p.adjust",
    "optim.accept.adjp",
    "optim.arbidept.adjp",
    "optim.both.adjp",
    "optim.indept.adjp",
    "optim.reject.adjp"
  ],
  "_help": [
    {
      "page": "bisection.FDR",
      "title": "Bisection algorithm (FDR)",
      "topics": [
        "bisection.FDR"
      ]
    },
    {
      "page": "bisection.FWER",
      "title": "Bisection algorithm (FWER)",
      "topics": [
        "bisection.FWER"
      ]
    },
    {
      "page": "FixSeqMTP",
      "title": "FixSeqMTP : Tools for Fixed Sequence Multiple Testing Procedures",
      "topics": [
        "FixSeqMTP-package",
        "FixSeqMTP"
      ]
    },
    {
      "page": "FSFDR.arbidept.cv",
      "title": "Critical Values for Fixed Sequence FDR Controlling Procedure under Arbitrary Dependence",
      "topics": [
        "FSFDR.arbidept.cv"
      ]
    },
    {
      "page": "FSFDR.arbidept.p.adjust",
      "title": "Adjusted P-values for Fixed Sequence FDR Controlling Procedure under Arbitrary Dependence",
      "topics": [
        "FSFDR.arbidept.p.adjust"
      ]
    },
    {
      "page": "FSFDR.indept.cv",
      "title": "Critical Values for Fixed Sequence FDR Controlling Procedure under Independence",
      "topics": [
        "FSFDR.indept.cv"
      ]
    },
    {
      "page": "FSFDR.indept.p.adjust",
      "title": "Adjusted P-values for Fixed Sequence FDR Controlling Procedure under Independence",
      "topics": [
        "FSFDR.indept.p.adjust"
      ]
    },
    {
      "page": "FSFWER.arbidept.cv",
      "title": "Critical Values for Fixed Sequence FWER Controlling Procedures under Arbitrary Dependence",
      "topics": [
        "FSFWER.arbidept.cv"
      ]
    },
    {
      "page": "FSFWER.arbidept.p.adjust",
      "title": "Adjusted P-values for Fixed Sequence FWER Controlling Procedures under Arbitrary Dependence",
      "topics": [
        "FSFWER.arbidept.p.adjust"
      ]
    },
    {
      "page": "FSmdFWER.arbidept.cv",
      "title": "Critical values for Fixed Sequence mdFWER Controlling Procedure under Arbitrary Dependence Along with Directional Decisions Regarding Parameters of Interest",
      "topics": [
        "FSmdFWER.arbidept.cv"
      ]
    },
    {
      "page": "FSmdFWER.arbidept.p.adjust",
      "title": "Adjusted P-values for Fixed Sequence mdFWER Controlling Procedure under Arbitrary Dependence Along with Directional Decisions Regarding Parameters of Interest",
      "topics": [
        "FSmdFWER.arbidept.p.adjust"
      ]
    },
    {
      "page": "FSmdFWER.indept.cv",
      "title": "Critical values for Fixed Sequence mdFWER Controlling Procedure under Independence Along with Directional Decisions Regarding Parameters of Interest",
      "topics": [
        "FSmdFWER.indept.cv"
      ]
    },
    {
      "page": "FSmdFWER.indept.p.adjust",
      "title": "Adjusted P-values for Fixed Sequence mdFWER Controlling Procedure under Independence Along with Directional Decisions Regarding Parameters of Interest",
      "topics": [
        "FSmdFWER.indept.p.adjust"
      ]
    },
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      "page": "optim.accept.adjp",
      "title": "Objective function to be optimized (2)",
      "topics": [
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      ]
    },
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      "title": "Objective function to be optimized (4)",
      "topics": [
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      ]
    },
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      "title": "Objective function to be optimized (3)",
      "topics": [
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      ]
    },
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      "title": "Objective function to be optimized (5)",
      "topics": [
        "optim.indept.adjp"
      ]
    },
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      "title": "Objective function to be optimized (1)",
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