{
  "_id": "6a101710acfb0bcc41c84ca2",
  "Package": "tolerance",
  "Type": "Package",
  "Title": "Statistical Tolerance Intervals and Regions",
  "Version": "3.0.0",
  "Date": "2024-04-18",
  "Authors@R": "c(person(\"Derek S.\", \"Young\", role = c(\"aut\", \"cre\"),\nemail = \"derek.young@uky.edu\", comment = c(ORCID = \"0000-0002-3048-3803\")),\nperson(\"Kedai\", \"Cheng\", role = \"aut\", comment = c(ORCID = \"0009-0004-2720-1299\")))",
  "Maintainer": "Derek S. Young <derek.young@uky.edu>",
  "Description": "Statistical tolerance limits provide the limits between\nwhich we can expect to find a specified proportion of a sampled\npopulation with a given level of confidence.  This package\nprovides functions for estimating tolerance limits (intervals)\nfor various univariate distributions (binomial, Cauchy,\ndiscrete Pareto, exponential, two-parameter exponential,\nextreme value, hypergeometric, Laplace, logistic, negative\nbinomial, negative hypergeometric, normal, Pareto,\nPoisson-Lindley, Poisson, uniform, and Zipf-Mandelbrot),\nBayesian normal tolerance limits, multivariate normal tolerance\nregions, nonparametric tolerance intervals, tolerance bands for\nregression settings (linear regression, nonlinear regression,\nnonparametric regression, and multivariate regression), and\nanalysis of variance tolerance intervals.  Visualizations are\nalso available for most of these settings.",
  "License": "GPL (>= 2)",
  "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev libssl-dev",
  "Repository": "https://dsy109.r-universe.dev",
  "Date/Publication": "2024-06-17 15:00:28 UTC",
  "RemoteUrl": "https://github.com/dsy109/tolerance",
  "RemoteRef": "HEAD",
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  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-14 06:21:13 UTC",
    "User": "root"
  },
  "Author": "Derek S. Young [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-3048-3803>),\nKedai Cheng [aut] (ORCID: <https://orcid.org/0009-0004-2720-1299>)",
  "MD5sum": "cec176352d981ace93d13086f4536d9a",
  "_user": "dsy109",
  "_type": "src",
  "_file": "tolerance_3.0.0.tar.gz",
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  "_created": "2026-05-14T06:21:13.000Z",
  "_published": "2026-05-22T08:42:56.514Z",
  "_distro": "noble",
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  "_buildurl": "https://github.com/r-universe/dsy109/actions/runs/25845203761",
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  "_upstream": "https://github.com/dsy109/tolerance",
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  "_topics": [
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    "extra/NEWS.txt",
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  "_homeurl": "https://github.com/dsy109/tolerance",
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  "_exports": [
    "acc.samp",
    "anovatol.int",
    "bayesnormtol.int",
    "bintol.int",
    "bonftol.int",
    "cautol.int",
    "d2exp",
    "ddiffprop",
    "ddpareto",
    "diffnormtol.int",
    "distfree.est",
    "dnhyper",
    "dpareto.ll",
    "dparetotol.int",
    "dpoislind",
    "dzipfman",
    "exp2tol.int",
    "exptol.int",
    "extrap",
    "exttol.int",
    "F1",
    "fidbintol.int",
    "fidnegbintol.int",
    "fidpoistol.int",
    "gamtol.int",
    "hypertol.int",
    "interp",
    "K.factor",
    "K.factor.sim",
    "K.table",
    "laptol.int",
    "logistol.int",
    "mvregtol.region",
    "mvtol.region",
    "negbintol.int",
    "neghypertol.int",
    "nlregtol.int",
    "norm.OC",
    "norm.ss",
    "normtol.int",
    "np.order",
    "npbetol.int",
    "npmvtol.region",
    "npregtol.int",
    "nptol.int",
    "p2exp",
    "paretotol.int",
    "pdiffprop",
    "pdpareto",
    "plotly_anovatol",
    "plotly_controltol",
    "plotly_histtol",
    "plotly_multitol",
    "plotly_normOC",
    "plotly_npmvtol",
    "plotly_regtol",
    "plottol",
    "pnhyper",
    "poislind.ll",
    "poislindtol.int",
    "poistol.int",
    "ppoislind",
    "pzipfman",
    "q2exp",
    "qdiffprop",
    "qdpareto",
    "qnhyper",
    "qpoislind",
    "qzipfman",
    "r2exp",
    "rdiffprop",
    "rdpareto",
    "regtol.int",
    "rFUN",
    "rnhyper",
    "rpoislind",
    "rwishart",
    "rzipfman",
    "semiconttol.int",
    "simnormtol.int",
    "two.sided",
    "umatol.int",
    "uniftol.int",
    "zeta.fun",
    "zipftol.int",
    "zm.ll"
  ],
  "_help": [
    {
      "page": "tolerance.package",
      "title": "Statistical Tolerance Intervals and Regions",
      "topics": [
        "tolerance-package",
        "tolerance"
      ]
    },
    {
      "page": "accsamp",
      "title": "Acceptance Sampling",
      "topics": [
        "acc.samp"
      ]
    },
    {
      "page": "anovatolint",
      "title": "Tolerance Intervals for ANOVA",
      "topics": [
        "anovatol.int"
      ]
    },
    {
      "page": "bayesnormtolint",
      "title": "Bayesian Normal Tolerance Intervals",
      "topics": [
        "bayesnormtol.int"
      ]
    },
    {
      "page": "bintolint",
      "title": "Binomial Tolerance Intervals",
      "topics": [
        "bintol.int"
      ]
    },
    {
      "page": "bonftolint",
      "title": "Approximate 2-Sided Tolerance Intervals that Control the Tails Using Bonferroni's Inequality",
      "topics": [
        "bonftol.int"
      ]
    },
    {
      "page": "cautolint",
      "title": "Cauchy Tolerance Intervals",
      "topics": [
        "cautol.int"
      ]
    },
    {
      "page": "diffnormtolint",
      "title": "1-Sided Tolerance Limits for the Distribution of the Difference Between Two Independent Normal Random Variables",
      "topics": [
        "diffnormtol.int"
      ]
    },
    {
      "page": "diffprop",
      "title": "Difference Between Two Proportions Distribution",
      "topics": [
        "ddiffprop",
        "DiffProp",
        "pdiffprop",
        "qdiffprop",
        "rdiffprop"
      ]
    },
    {
      "page": "dpareto",
      "title": "Discrete Pareto Distribution",
      "topics": [
        "ddpareto",
        "DiscretePareto",
        "pdpareto",
        "qdpareto",
        "rdpareto"
      ]
    },
    {
      "page": "distfreeest",
      "title": "Estimating Various Quantities for Distribution-Free Tolerance Intervals",
      "topics": [
        "distfree.est"
      ]
    },
    {
      "page": "dparetoll",
      "title": "Maximum Likelihood Estimation for the Discrete Pareto Distribution",
      "topics": [
        "dpareto.ll"
      ]
    },
    {
      "page": "dparetotolint",
      "title": "Discrete Pareto Tolerance Intervals",
      "topics": [
        "dparetotol.int"
      ]
    },
    {
      "page": "exp2tolint",
      "title": "2-Parameter Exponential Tolerance Intervals",
      "topics": [
        "exp2tol.int"
      ]
    },
    {
      "page": "exptolint",
      "title": "Exponential Tolerance Intervals",
      "topics": [
        "exptol.int"
      ]
    },
    {
      "page": "exttolint",
      "title": "Weibull (or Extreme-Value) Tolerance Intervals",
      "topics": [
        "exttol.int"
      ]
    },
    {
      "page": "F1",
      "title": "Appell's F1 Hypergeometric Function",
      "topics": [
        "F1"
      ]
    },
    {
      "page": "fidbintolint",
      "title": "Fiducial-Based Tolerance Intervals for the Function of Two Binomial Proportions",
      "topics": [
        "fidbintol.int"
      ]
    },
    {
      "page": "fidnegbintolint",
      "title": "Fiducial-Based Tolerance Intervals for the Function of Two Negative Binomial Proportions",
      "topics": [
        "fidnegbintol.int"
      ]
    },
    {
      "page": "fidpoistolint",
      "title": "Fiducial-Based Tolerance Intervals for the Function of Two Poisson Rates",
      "topics": [
        "fidpoistol.int"
      ]
    },
    {
      "page": "gammatolint",
      "title": "Gamma (or Log-Gamma) Tolerance Intervals",
      "topics": [
        "gamtol.int"
      ]
    },
    {
      "page": "hypertolint",
      "title": "Hypergeometric Tolerance Intervals",
      "topics": [
        "hypertol.int"
      ]
    },
    {
      "page": "Kfactor",
      "title": "Estimating K-factors for Tolerance Intervals Based on Normality",
      "topics": [
        "K.factor"
      ]
    },
    {
      "page": "Kfactorsim",
      "title": "Estimating K-factors for Simultaneous Tolerance Intervals Based on Normality",
      "topics": [
        "K.factor.sim"
      ]
    },
    {
      "page": "Ktable",
      "title": "Tables of K-factors for Tolerance Intervals Based on Normality",
      "topics": [
        "K.table"
      ]
    },
    {
      "page": "laptolint",
      "title": "Laplace Tolerance Intervals",
      "topics": [
        "laptol.int"
      ]
    },
    {
      "page": "logistolint",
      "title": "Logistic (or Log-Logistic) Tolerance Intervals",
      "topics": [
        "logistol.int"
      ]
    },
    {
      "page": "mvregtolregion",
      "title": "Multivariate (Multiple) Linear Regression Tolerance Regions",
      "topics": [
        "mvregtol.region"
      ]
    },
    {
      "page": "mvtolregion",
      "title": "Multivariate Normal Tolerance Regions",
      "topics": [
        "mvtol.region"
      ]
    },
    {
      "page": "negbintolint",
      "title": "Negative Binomial Tolerance Intervals",
      "topics": [
        "negbintol.int"
      ]
    },
    {
      "page": "NegHypergeometric",
      "title": "The Negative Hypergeometric Distribution",
      "topics": [
        "dnhyper",
        "NegHypergeometric",
        "pnhyper",
        "qnhyper",
        "rnhyper"
      ]
    },
    {
      "page": "neghypertolint",
      "title": "Negative Hypergeometric Tolerance Intervals",
      "topics": [
        "neghypertol.int"
      ]
    },
    {
      "page": "nonlinregtolint",
      "title": "Nonlinear Regression Tolerance Bounds, Version 2",
      "topics": [
        "nlregtol.int"
      ]
    },
    {
      "page": "normOC",
      "title": "Operating Characteristic (OC) Curves for K-Factors for Tolerance Intervals Based on Normality",
      "topics": [
        "norm.OC"
      ]
    },
    {
      "page": "normss",
      "title": "Sample Size Determination for Normal Tolerance Intervals",
      "topics": [
        "norm.ss"
      ]
    },
    {
      "page": "normtolint",
      "title": "Normal (or Log-Normal) Tolerance Intervals",
      "topics": [
        "normtol.int"
      ]
    },
    {
      "page": "nporder",
      "title": "Sample Size Determination for Tolerance Limits Based on Order Statistics",
      "topics": [
        "np.order"
      ]
    },
    {
      "page": "npbetolint",
      "title": "Nonparametric Beta-Expectation Tolerance Intervals",
      "topics": [
        "npbetol.int"
      ]
    },
    {
      "page": "npmvtolregion",
      "title": "Nonparametric Multivariate Hyperrectangular Tolerance Regions",
      "topics": [
        "npmvtol.region"
      ]
    },
    {
      "page": "nonparregtolint",
      "title": "Nonparametric Regression Tolerance Bounds",
      "topics": [
        "npregtol.int"
      ]
    },
    {
      "page": "nonpartolint",
      "title": "Nonparametric Tolerance Intervals",
      "topics": [
        "nptol.int"
      ]
    },
    {
      "page": "paretotolint",
      "title": "Pareto (or Power Distribution) Tolerance Intervals",
      "topics": [
        "paretotol.int"
      ]
    },
    {
      "page": "plotly_anovatol",
      "title": "Plotting Tolerance Intervals for ANOVA",
      "topics": [
        "plotly_anovatol"
      ]
    },
    {
      "page": "plotly_controltol",
      "title": "Plotting Tolerance Intervals for Control Charts",
      "topics": [
        "plotly_controltol"
      ]
    },
    {
      "page": "plotly_histtol",
      "title": "Plotting Histograms and Corresponding Tolerance Intervals for Continuous Data",
      "topics": [
        "plotly_histtol"
      ]
    },
    {
      "page": "plotly_multitol",
      "title": "Plotting Tolerance Region for Multivariate Distributions",
      "topics": [
        "plotly_multitol"
      ]
    },
    {
      "page": "plotly_normOC",
      "title": "Operating Characteristic (OC) Curves for K-Factors for Tolerance Intervals Based on Normality (a 'plotly' version of 'norm.OC')",
      "topics": [
        "plotly_normOC"
      ]
    },
    {
      "page": "plotly_npmvtol",
      "title": "plotting Nonparametric Multivaraite Hyperrectangular Tolerance Region",
      "topics": [
        "plotly_npmvtol"
      ]
    },
    {
      "page": "plotly_regtol",
      "title": "Plotting Tolerance Intervals for Regressions",
      "topics": [
        "plotly_regtol"
      ]
    },
    {
      "page": "plottol",
      "title": "Plotting Capabilities for Tolerance Intervals",
      "topics": [
        "plottol"
      ]
    },
    {
      "page": "poislindll",
      "title": "Maximum Likelihood Estimation for the Discrete Poisson-Lindley Distribution",
      "topics": [
        "poislind.ll"
      ]
    },
    {
      "page": "poislindtolint",
      "title": "Poisson-Lindley Tolerance Intervals",
      "topics": [
        "poislindtol.int"
      ]
    },
    {
      "page": "poislind",
      "title": "Discrete Poisson-Lindley Distribution",
      "topics": [
        "dpoislind",
        "PoissonLindley",
        "ppoislind",
        "qpoislind",
        "rpoislind"
      ]
    },
    {
      "page": "poistolint",
      "title": "Poisson Tolerance Intervals",
      "topics": [
        "poistol.int"
      ]
    },
    {
      "page": "regtolint",
      "title": "(Multiple) Linear Regression Tolerance Bounds",
      "topics": [
        "regtol.int"
      ]
    },
    {
      "page": "semiconttolint",
      "title": "Generalized Intervals for Semicontinuous Data",
      "topics": [
        "semiconttol.int"
      ]
    },
    {
      "page": "simnormtolint",
      "title": "Simultaneous Normal (or Log-Normal) Tolerance Intervals",
      "topics": [
        "simnormtol.int"
      ]
    },
    {
      "page": "2ParExponential",
      "title": "The 2-Parameter Exponential Distribution",
      "topics": [
        "d2exp",
        "p2exp",
        "q2exp",
        "r2exp",
        "TwoParExponential"
      ]
    },
    {
      "page": "umatolint",
      "title": "Uniformly Most Accurate Upper Tolerance Limits for Certain Discrete Distributions",
      "topics": [
        "umatol.int"
      ]
    },
    {
      "page": "uniftolint",
      "title": "Uniform Tolerance Intervals",
      "topics": [
        "uniftol.int"
      ]
    },
    {
      "page": "zipfman",
      "title": "Zipf-Mandelbrot Distributions",
      "topics": [
        "dzipfman",
        "pzipfman",
        "qzipfman",
        "rzipfman",
        "ZipfMandelbrot"
      ]
    },
    {
      "page": "zipftolint",
      "title": "Zipf-Mandelbrot Tolerance Intervals",
      "topics": [
        "zipftol.int"
      ]
    },
    {
      "page": "zmll",
      "title": "Maximum Likelihood Estimation for Zipf-Mandelbrot Models",
      "topics": [
        "zm.ll"
      ]
    }
  ],
  "_readme": "https://github.com/dsy109/tolerance/raw/HEAD/README.md",
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