{
  "_id": "6a1042caacfb0bcc41c9dc86",
  "Package": "MKinfer",
  "Version": "1.4",
  "Date": "2026-02-10",
  "Title": "Inferential Statistics",
  "Authors@R": "person(\"Matthias\", \"Kohl\", role = c(\"aut\", \"cre\"),\nemail = \"Matthias.Kohl@stamats.de\",\ncomment = c(ORCID = \"0000-0001-9514-8910\"))",
  "Author": "Matthias Kohl [aut, cre] (0000-0001-9514-8910)",
  "Maintainer": "Matthias Kohl <Matthias.Kohl@stamats.de>",
  "LazyData": "yes",
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  "Description": "Computation of various confidence intervals (Altman et al.\n(2000), ISBN:978-0-727-91375-3; Hedderich and Sachs (2018),\nISBN:978-3-662-56657-2) including bootstrapped versions\n(Davison and Hinkley (1997), ISBN:978-0-511-80284-3) as well as\nXiao (Xiao (2018), <doi:10.17654/TS054010021>), Hsu (Hedderich\nand Sachs (2018), ISBN:978-3-662-56657-2), permutation (Janssen\n(1997), <doi:10.1016/S0167-7152(97)00043-6>), bootstrap\n(Davison and Hinkley (1997), ISBN:978-0-511-80284-3),\nintersection-union (Sozu et al. (2015), ISBN:978-3-319-22005-5)\nand multiple imputation (Barnard and Rubin (1999),\n<doi:10.1093/biomet/86.4.948>) t-test; furthermore, computation\nof intersection-union z-test as well as multiple imputation\nWilcoxon tests. Graphical visualizations: volcano plot,\nBland-Altman plots (Bland and Altman (1986),\n<doi:10.1016/S0140-6736(86)90837-8>; Shieh (2018),\n<doi:10.1186/s12874-018-0505-y>), mean difference plot\n(Boehning et al. (2008), <doi:10.1177/0962280207081867>), plot\nof test statistic for permutation and bootstrap tests as well\nas objects of class htest.",
  "License": "LGPL-3",
  "URL": "https://github.com/stamats/MKinfer",
  "Config/pak/sysreqs": "cmake libgmp3-dev make libicu-dev pari-gp\nlibx11-dev zlib1g-dev",
  "Repository": "https://stamats.r-universe.dev",
  "Date/Publication": "2026-02-10 05:47:13 UTC",
  "RemoteUrl": "https://github.com/stamats/mkinfer",
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    "mi.t.test",
    "mi.wilcox.test",
    "mpe.t.test",
    "mpe.z.test",
    "normCI",
    "normDiffCI",
    "p2ses",
    "pairwise.ext.t.test",
    "pairwise.fun",
    "pairwise.wilcox.exact",
    "perm.t.test",
    "pgt",
    "qgt",
    "quantileCI",
    "rm.oneway.test",
    "sdCI",
    "volcano",
    "xiao.t.test"
  ],
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      "title": "Systolic Blood Pressure Dataset used in Bland and Altman (1995)",
      "object": "fingsys",
      "class": [
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      ],
      "fields": [
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        "fingsys"
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      "table": true,
      "tojson": true
    }
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    {
      "page": "0MKinfer-package",
      "title": "Inferential Statistics.",
      "topics": [
        "MKinfer-package",
        "MKinfer"
      ]
    },
    {
      "page": "baplot",
      "title": "Bland-Altman Plots",
      "topics": [
        "baplot"
      ]
    },
    {
      "page": "binomCI",
      "title": "Confidence Intervals for Binomial Proportions",
      "topics": [
        "binomCI"
      ]
    },
    {
      "page": "binomDiffCI",
      "title": "Confidence Intervals for Difference of Two Binomial Proportions",
      "topics": [
        "binomDiffCI"
      ]
    },
    {
      "page": "boot.t.test",
      "title": "Bootstrap t-Test",
      "topics": [
        "boot.t.test",
        "boot.t.test.default",
        "boot.t.test.formula"
      ]
    },
    {
      "page": "cvCI",
      "title": "Confidence Intervals for Coefficient of Variation",
      "topics": [
        "cvCI"
      ]
    },
    {
      "page": "dgt",
      "title": "A Generalized Central t Distribution",
      "topics": [
        "dgt",
        "pgt",
        "qgt"
      ]
    },
    {
      "page": "fingsys",
      "title": "Systolic Blood Pressure Dataset used in Bland and Altman (1995)",
      "topics": [
        "fingsys"
      ]
    },
    {
      "page": "h0plot",
      "title": "Visualize Distribution of Test Statistic.",
      "topics": [
        "h0plot",
        "h0plot.boot.htest",
        "h0plot.default",
        "h0plot.htest",
        "h0plot.perm.htest"
      ]
    },
    {
      "page": "hsu.t.test",
      "title": "Hsu Two-Sample t-Test",
      "topics": [
        "hsu.t.test",
        "hsu.t.test.default",
        "hsu.t.test.formula"
      ]
    },
    {
      "page": "imputeSD",
      "title": "Impute Standard Deviations for Changes from Baseline",
      "topics": [
        "imputeSD"
      ]
    },
    {
      "page": "md2sens",
      "title": "Compute Sensitivity and Specificty based on MD.",
      "topics": [
        "md2sens"
      ]
    },
    {
      "page": "md2zfactor",
      "title": "Compute z-Factor based on MD.",
      "topics": [
        "md2zfactor"
      ]
    },
    {
      "page": "mdplot",
      "title": "Visualize MD.",
      "topics": [
        "mdplot"
      ]
    },
    {
      "page": "mi.t.test",
      "title": "Multiple Imputation Student's t-Test",
      "topics": [
        "mi.t.test",
        "mi.t.test.amelia",
        "mi.t.test.default",
        "mi.t.test.mids"
      ]
    },
    {
      "page": "mi.wilcox.test",
      "title": "Multiple Imputation Wilcoxon Rank Sum and Signed Rank Tests",
      "topics": [
        "mi.wilcox.test",
        "mi.wilcox.test.amelia",
        "mi.wilcox.test.default",
        "mi.wilcox.test.mids"
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    },
    {
      "page": "mpe.t.test",
      "title": "Intersection-Union t-Test for Testing Multiple Co-Primary Endpoints",
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        "mpe.t.test"
      ]
    },
    {
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      "title": "Intersection-Union z-Test for Testing Multiple Co-Primary Endpoints",
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      "title": "Confidence Intervals for Mean and Standard Deviation",
      "topics": [
        "meanCI",
        "normCI",
        "sdCI"
      ]
    },
    {
      "page": "normDiffCI",
      "title": "Confidence Intervals for Difference of Means",
      "topics": [
        "meanDiffCI",
        "normDiffCI"
      ]
    },
    {
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      "title": "Compute SES from p value.",
      "topics": [
        "p2ses"
      ]
    },
    {
      "page": "pairwise.ext.t.test",
      "title": "Compute Pairwise t Tests",
      "topics": [
        "pairwise.ext.t.test"
      ]
    },
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      "page": "pairwiseFun",
      "title": "Compute pairwise values for a given function",
      "topics": [
        "pairwise.fun"
      ]
    },
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      "title": "Compute Pairwise Wilcoxon Tests",
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        "perm.t.test.default",
        "perm.t.test.formula"
      ]
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      "title": "Confidence Intervals for Quantiles",
      "topics": [
        "madCI",
        "medianCI",
        "quantileCI"
      ]
    },
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    },
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      "page": "volcano",
      "title": "Volcano Plots",
      "topics": [
        "volcano",
        "volcano.default"
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    },
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      "page": "xiao.t.test",
      "title": "Xiao Two-Sample t-Test",
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      "title": "Package MKinfer",
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      "headings": [
        "Introduction",
        "Confidence Intervals",
        "Binomial Proportion",
        "Difference of Two Binomial Proportions",
        "Mean and SD",
        "Difference in Means",
        "Coefficient of Variation",
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        "Imputation of Standard Deviations for Changes from Baseline",
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