{
  "_id": "6aaf94ad3d719c1f8407f3f4",
  "Package": "multChernoff",
  "Title": "Finite-Sample Tail Bound of Likelihood Ratio Test under\nMultinomial Sampling",
  "Version": "1.0.0",
  "Authors@R": "c(person(given = \"Richard\",\nfamily = \"Guo\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail = \"ricguo@umich.edu\"),\nperson(given = \"Ivana\",\nfamily = \"Liu\",\nrole = \"aut\",\nemail = \"yifeiliu@umich.edu\"))",
  "Description": "Computes a finite-sample tail bound for the log-likelihood\nratio test (LRT) statistic under multinomial sampling. The\nresulting bound is used to compute finite-sample conservative\np-values and critical values when the standard chi-squared\nasymptotics can be unreliable. The package also supports\nmultiple independent multinomial trials.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "URL": "https://github.com/richardkwo/multChernoff",
  "BugReports": "https://github.com/richardkwo/multChernoff/issues",
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "Repository": "https://richardkwo.r-universe.dev",
  "Date/Publication": "2026-03-24 22:53:15 UTC",
  "RemoteUrl": "https://github.com/richardkwo/multchernoff",
  "RemoteRef": "HEAD",
  "RemoteSha": "3d0117d7e6249fd2169f57f26a059c0db1d02c85",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-09-20 08:06:40 UTC",
    "User": "root"
  },
  "Author": "Richard Guo [aut, cre, cph],\nIvana Liu [aut]",
  "Maintainer": "Richard Guo <ricguo@umich.edu>",
  "_user": "richardkwo",
  "_type": "src",
  "_file": "multChernoff_1.0.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/48d9384036505363fe815220200ab3915d5edbf764901b7c569a495bde55f827",
  "_filesize": 200679,
  "_sha256": "48d9384036505363fe815220200ab3915d5edbf764901b7c569a495bde55f827",
  "_expires": "2026-12-29T08:09:15.000Z",
  "_created": "2026-09-20T08:06:40.000Z",
  "_published": "2026-09-20T08:09:17.740Z",
  "_jobs": [
    {
      "job": 106046330285,
      "time": 117,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10601613611"
    },
    {
      "job": 106046330224,
      "time": 115,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10601413785"
    },
    {
      "job": 106046330217,
      "time": 81,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10601418788"
    },
    {
      "job": 106046330186,
      "time": 84,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10601683313"
    },
    {
      "job": 106045835765,
      "time": 236,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10600713175"
    },
    {
      "job": 106046330195,
      "time": 103,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "10601304085"
    },
    {
      "job": 106046330210,
      "time": 75,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10601137899"
    },
    {
      "job": 106046330206,
      "time": 65,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10600703265"
    },
    {
      "job": 106046330246,
      "time": 70,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10601792149"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/richardkwo/actions/runs/35498475393",
  "_status": "success",
  "_upstream": "https://github.com/richardkwo/multchernoff",
  "_commit": {
    "id": "3d0117d7e6249fd2169f57f26a059c0db1d02c85",
    "author": "Richard Guo <ricguo@umich.edu>",
    "committer": "Richard Guo <ricguo@umich.edu>",
    "message": "CRAN\n",
    "time": 1774392795
  },
  "_maintainer": {
    "name": "Richard Guo",
    "email": "ricguo@umich.edu",
    "login": "richardkwo",
    "description": "cd ./causal/data/stat/graphs/compute",
    "uuid": 4409730
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "plyr",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "richardkwo",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-12",
      "n": 8
    },
    {
      "week": "2026-13",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "v1.0.0",
      "date": "2026-03-17"
    }
  ],
  "_stars": 2,
  "_contributors": [
    {
      "user": "richardkwo",
      "count": 8,
      "uuid": 4409730
    },
    {
      "user": "ivana-liu",
      "count": 5,
      "uuid": 184317232
    }
  ],
  "_userbio": {
    "uuid": 4409730,
    "type": "user",
    "name": "Richard Guo",
    "followers": 99,
    "description": "cd ./causal/data/stat/graphs/compute"
  },
  "_downloads": {
    "count": 294,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/multChernoff"
  },
  "_devurl": "https://github.com/richardkwo/multchernoff",
  "_searchresults": 1,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/multChernoff.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/richardkwo/multchernoff",
  "_realowner": "richardkwo",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2026-03-21"
    }
  ],
  "_exports": [
    "criticalValue",
    "mgfBound",
    "tailProbBound"
  ],
  "_help": [
    {
      "page": "criticalValue",
      "title": "Critical value x such that P(2 LRT > x) <= p",
      "topics": [
        "criticalValue"
      ]
    },
    {
      "page": "mgfBound",
      "title": "An upper bound on the moment generating function of LRT",
      "topics": [
        "mgfBound"
      ]
    },
    {
      "page": "tailProbBound",
      "title": "Tail bound on P(2 LRT > x).",
      "topics": [
        "tailProbBound"
      ]
    }
  ],
  "_readme": "https://github.com/richardkwo/multchernoff/raw/HEAD/README.md",
  "_rundeps": [
    "plyr",
    "Rcpp"
  ],
  "_vignettes": [
    {
      "source": "multChernoff.Rmd",
      "filename": "multChernoff.html",
      "title": "multChernoff: Get Started",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Overview",
        "When to Use This Package",
        "Basic Usage",
        "Tail Probabilities",
        "Computing a Critical Value",
        "Example: What percentage of butterflies were unseen by Corbet?",
        "References"
      ],
      "created": "2026-03-17 16:34:24",
      "modified": "2026-03-17 18:53:20",
      "commits": 3
    }
  ],
  "_score": 4.301029995663981,
  "_indexed": true,
  "_nocasepkg": "multchernoff",
  "_universes": [
    "richardkwo"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-09-20T08:08:37.000Z",
      "distro": "resolute",
      "commit": "3d0117d7e6249fd2169f57f26a059c0db1d02c85",
      "fileid": "https://r2.ropensci.org/daf8ca1dcbd18be70f53ea432cbc54a0a68fa69e17687dca6445e31728a4a1bd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/richardkwo/actions/runs/35498475393"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-09-20T08:08:36.000Z",
      "distro": "resolute",
      "commit": "3d0117d7e6249fd2169f57f26a059c0db1d02c85",
      "fileid": "https://r2.ropensci.org/8f164a5e63d90e2e2d0fad0ea3e6dc7a783e76507fe3a3596cd159a2fad2239d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/richardkwo/actions/runs/35498475393"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-09-20T08:08:05.000Z",
      "commit": "3d0117d7e6249fd2169f57f26a059c0db1d02c85",
      "fileid": "https://r2.ropensci.org/a76a0f314b5442f4354d71ae3904c100b9d9966664029ab549f0d01bc6ec51df",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/richardkwo/actions/runs/35498475393"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-09-20T08:08:10.000Z",
      "commit": "3d0117d7e6249fd2169f57f26a059c0db1d02c85",
      "fileid": "https://r2.ropensci.org/f5aa4eea4f0d096c7e6a3d454e8460574cfdc5397090d30ef6be361157971f9b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/richardkwo/actions/runs/35498475393"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.0",
      "date": "2026-09-20T08:08:37.000Z",
      "commit": "3d0117d7e6249fd2169f57f26a059c0db1d02c85",
      "fileid": "https://r2.ropensci.org/b5e83b2857430238f8a83232782ba3fdcc30b23c2b9265ee393ce75d1e3033e8",
      "status": "success",
      "buildurl": "https://github.com/r-universe/richardkwo/actions/runs/35498475393"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-09-20T08:07:49.000Z",
      "commit": "3d0117d7e6249fd2169f57f26a059c0db1d02c85",
      "fileid": "https://r2.ropensci.org/8a90b953ed45c04a63d9dcf0a8870110a91c2e66e36f7f17648db54536ad038a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/richardkwo/actions/runs/35498475393"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-09-20T08:07:41.000Z",
      "commit": "3d0117d7e6249fd2169f57f26a059c0db1d02c85",
      "fileid": "https://r2.ropensci.org/13b7a3297b60d01bf2684abb0f5f29e4fd51aa724e5a9cf8ca44b487ff6c1197",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/richardkwo/actions/runs/35498475393"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-09-20T08:07:44.000Z",
      "commit": "3d0117d7e6249fd2169f57f26a059c0db1d02c85",
      "fileid": "https://r2.ropensci.org/b92e474239d32b93d505ce40ee635f89dea596dad6d4d275f05a097bfd110808",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/richardkwo/actions/runs/35498475393"
    }
  ]
}