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  "Package": "IQCC",
  "Title": "Improved Quality Control Charts",
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  "Authors@R": "c(\nperson(\"Flavio\", \"Barros\", email = \"flaviomargarito@gmail.com\",\nrole = c(\"aut\", \"cre\")),\nperson(\"Emanuel\", \"Barbosa\", role = \"ctb\"),\nperson(\"Elias\", \"Goncalves\", role = \"ctb\"),\nperson(\"Daniela\", \"Recchia\", role = \"ctb\")\n)",
  "Description": "Implements improved statistical process control charts\nwith exact, Cornish-Fisher corrected, standardized, and\nsimulation-based probability limits. Methods include univariate\nattribute and variable charts, double-sampling charts for rare\nnonconformities, Hotelling T-squared charts, and generalized\nvariance charts for multivariate process variability. Numerical\nfunctions for limits, false-alarm risk, average run length, and\naverage sample size are separated from plotting interfaces to\nsupport reproducible statistical validation.",
  "License": "GPL-2",
  "URL": "https://github.com/flaviobarros/IQCC,\nhttps://flaviobarros.github.io/IQCC/",
  "BugReports": "https://github.com/flaviobarros/IQCC/issues",
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  "Repository": "https://flaviobarros.r-universe.dev",
  "Date/Publication": "2026-08-15 19:31:43 UTC",
  "RemoteUrl": "https://github.com/flaviobarros/iqcc",
  "RemoteRef": "HEAD",
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  "Packaged": {
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    "User": "root"
  },
  "Author": "Flavio Barros [aut, cre],\nEmanuel Barbosa [ctb],\nElias Goncalves [ctb],\nDaniela Recchia [ctb]",
  "Maintainer": "Flavio Barros <flaviomargarito@gmail.com>",
  "_user": "flaviobarros",
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  "_file": "IQCC_0.8.0.tar.gz",
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  "_created": "2026-10-14T08:53:55.000Z",
  "_published": "2026-10-14T09:43:38.719Z",
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    "author": "Flavio Barros <flaviomargarito@gmail.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #104 from flaviobarros/release/0.8.0\n\nPrepare IQCC 0.8.0 release candidate",
    "time": 1786822303
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  "_dependencies": [
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    {
      "package": "MASS",
      "role": "Imports"
    },
    {
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    },
    {
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    },
    {
      "package": "covr",
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    },
    {
      "package": "knitr",
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    {
      "package": "rmarkdown",
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  "_updates": [
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  "_tags": [],
  "_topics": [
    "quality-control"
  ],
  "_stars": 2,
  "_contributors": [
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      "user": "flaviobarros",
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  "_downloads": {
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/IQCC"
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  "_devurl": "https://github.com/flaviobarros/iqcc",
  "_pkgdown": "https://flaviobarros.github.io/IQCC/",
  "_searchresults": 38,
  "_rbuild": "4.6.1",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/IQCC.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
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  "_homeurl": "https://github.com/flaviobarros/iqcc",
  "_realowner": "flaviobarros",
  "_cranurl": true,
  "_releases": [
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      "date": "2009-09-24"
    },
    {
      "version": "0.5",
      "date": "2010-05-19"
    },
    {
      "version": "0.6",
      "date": "2014-04-22"
    },
    {
      "version": "0.7",
      "date": "2017-11-15"
    }
  ],
  "_exports": [
    "add.data",
    "alpha.risk",
    "c4",
    "cchart.DSnp",
    "cchart.GV",
    "cchart.p",
    "cchart.R",
    "cchart.S",
    "cchart.T2.1",
    "cchart.T2.2",
    "cchart.trV",
    "cchart.u",
    "cchart.Xbar",
    "cchart.Xbar_R",
    "cchart.Xbar1",
    "cchart.Xbar2",
    "d2",
    "d3",
    "data.1",
    "data.2",
    "dsnp_arl",
    "dsnp_ass",
    "dsnp_design",
    "dsnp_limits",
    "dsnp_prob_accept",
    "gv_alpha_risk",
    "gv_limits",
    "gv_stat",
    "pchart_alpha_risk",
    "pchart_limits",
    "r_exact_limits",
    "r_shewhart_limits",
    "remove.data",
    "s_exact_limits",
    "s_shewhart_limits",
    "sim_t2_asymptotic",
    "stats",
    "T2.1",
    "T2.2",
    "table.const",
    "table.qtukey",
    "trv_alpha_risk",
    "trv_limits",
    "trv_stat",
    "uchart_alpha_risk",
    "uchart_limits"
  ],
  "_datasets": [
    {
      "name": "binomdata",
      "title": "Binomial Process Data for p-Charts",
      "object": "binomdata",
      "class": [
        "data.frame"
      ],
      "fields": [
        "i",
        "ni",
        "Di",
        "pi"
      ],
      "rows": 25,
      "table": true,
      "tojson": true
    },
    {
      "name": "moonroof",
      "title": "Moonroof Installation Defect Data",
      "object": "moonroof",
      "class": [
        "data.frame"
      ],
      "fields": [
        "i",
        "yi",
        "ni",
        "ui"
      ],
      "rows": 34,
      "table": true,
      "tojson": true
    },
    {
      "name": "pistonrings",
      "title": "Piston Rings Diameter Data",
      "object": "pistonrings",
      "class": [
        "data.frame"
      ],
      "fields": [
        "V1",
        "V2",
        "V3",
        "V4",
        "V5"
      ],
      "rows": 40,
      "table": true,
      "tojson": true
    },
    {
      "name": "softdrink",
      "title": "Soft Drink Bottling Volume Data",
      "object": "softdrink",
      "class": [
        "data.frame"
      ],
      "fields": [
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "x6",
        "x7",
        "x8",
        "x9",
        "x10"
      ],
      "rows": 15,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "IQCC-package",
      "title": "IQCC: Improved Quality Control Charts",
      "topics": [
        "IQCC-package",
        "IQCC"
      ]
    },
    {
      "page": "add.data",
      "title": "Add a New Observation to a Phase II T² Chart",
      "topics": [
        "add.data"
      ]
    },
    {
      "page": "alpha.risk",
      "title": "False-Alarm Probability for the Three-Sigma R Chart",
      "topics": [
        "alpha.risk"
      ]
    },
    {
      "page": "binomdata",
      "title": "Binomial Process Data for p-Charts",
      "topics": [
        "binomdata"
      ]
    },
    {
      "page": "c4",
      "title": "Bias Correction Constant for Sample Standard Deviation",
      "topics": [
        "c4"
      ]
    },
    {
      "page": "cchart.DSnp",
      "title": "Double-Sampling np Control Chart",
      "topics": [
        "cchart.DSnp"
      ]
    },
    {
      "page": "cchart.GV",
      "title": "Generalized Variance Control Chart",
      "topics": [
        "cchart.GV",
        "plot.cchart.GV"
      ]
    },
    {
      "page": "cchart.p",
      "title": "p-chart",
      "topics": [
        "cchart.p"
      ]
    },
    {
      "page": "cchart.R",
      "title": "Range Control Chart",
      "topics": [
        "cchart.R"
      ]
    },
    {
      "page": "cchart.S",
      "title": "Standard-Deviation Control Chart",
      "topics": [
        "cchart.S"
      ]
    },
    {
      "page": "cchart.T2.1",
      "title": "Phase I Hotelling T² Control Chart",
      "topics": [
        "cchart.T2.1"
      ]
    },
    {
      "page": "cchart.T2.2",
      "title": "Phase II Hotelling T² Control Chart",
      "topics": [
        "cchart.T2.2"
      ]
    },
    {
      "page": "cchart.trV",
      "title": "Trace-Statistic Control Chart",
      "topics": [
        "cchart.trV",
        "plot.cchart.trV",
        "print.cchart.trV",
        "print.summary.cchart.trV",
        "summary.cchart.trV"
      ]
    },
    {
      "page": "cchart.u",
      "title": "u-chart",
      "topics": [
        "cchart.u"
      ]
    },
    {
      "page": "cchart.Xbar",
      "title": "X-bar Control Chart for Phase I and Phase II",
      "topics": [
        "cchart.Xbar"
      ]
    },
    {
      "page": "cchart.Xbar_R",
      "title": "X-bar and R Control Charts",
      "topics": [
        "cchart.Xbar_R"
      ]
    },
    {
      "page": "cchart.Xbar1",
      "title": "Phase I X-bar Shewhart Control Chart",
      "topics": [
        "cchart.Xbar1"
      ]
    },
    {
      "page": "cchart.Xbar2",
      "title": "Phase II X-bar Shewhart Control Chart",
      "topics": [
        "cchart.Xbar2"
      ]
    },
    {
      "page": "d2",
      "title": "Mean of the Relative Range",
      "topics": [
        "d2"
      ]
    },
    {
      "page": "d3",
      "title": "Standard Deviation of the Relative Range",
      "topics": [
        "d3"
      ]
    },
    {
      "page": "data.1",
      "title": "Simulate Phase I Multivariate Normal Data",
      "topics": [
        "data.1"
      ]
    },
    {
      "page": "data.2",
      "title": "Simulate Phase II Multivariate Normal Data",
      "topics": [
        "data.2"
      ]
    },
    {
      "page": "dsnp_arl",
      "title": "Double-Sampling np Chart: Average Run Length",
      "topics": [
        "dsnp_arl"
      ]
    },
    {
      "page": "dsnp_ass",
      "title": "Double-Sampling np Chart: Average Sample Size",
      "topics": [
        "dsnp_ass"
      ]
    },
    {
      "page": "dsnp_design",
      "title": "Double-Sampling np Chart: Complete Design Search",
      "topics": [
        "dsnp_design",
        "print.dsnp_design"
      ]
    },
    {
      "page": "dsnp_limits",
      "title": "Double-Sampling np Chart: Limit Search",
      "topics": [
        "dsnp_limits"
      ]
    },
    {
      "page": "dsnp_prob_accept",
      "title": "Double-Sampling np Chart: Acceptance Probability",
      "topics": [
        "dsnp_prob_accept"
      ]
    },
    {
      "page": "gv_alpha_risk",
      "title": "False-Alarm Risk for Generalized Variance Charts",
      "topics": [
        "gv_alpha_risk"
      ]
    },
    {
      "page": "gv_limits",
      "title": "Generalized Variance Control Limits",
      "topics": [
        "gv_limits"
      ]
    },
    {
      "page": "gv_stat",
      "title": "Generalized Variance by Subgroup",
      "topics": [
        "gv_stat"
      ]
    },
    {
      "page": "moonroof",
      "title": "Moonroof Installation Defect Data",
      "topics": [
        "moonroof"
      ]
    },
    {
      "page": "pchart_alpha_risk",
      "title": "Exact False-Alarm Risk for p-Chart Limits",
      "topics": [
        "pchart_alpha_risk"
      ]
    },
    {
      "page": "pchart_limits",
      "title": "Probability Limits for p Charts",
      "topics": [
        "pchart_limits"
      ]
    },
    {
      "page": "pistonrings",
      "title": "Piston Rings Diameter Data",
      "topics": [
        "pistonrings"
      ]
    },
    {
      "page": "plot.cchart.DSnp",
      "title": "Plot a DS-np Control Chart",
      "topics": [
        "plot.cchart.DSnp"
      ]
    },
    {
      "page": "print.cchart.DSnp",
      "title": "Print and Summarize a Double-Sampling np Control Chart",
      "topics": [
        "print.cchart.DSnp",
        "print.summary.cchart.DSnp",
        "summary.cchart.DSnp"
      ]
    },
    {
      "page": "print.cchart.GV",
      "title": "Print and Summarize a Generalized Variance Control Chart",
      "topics": [
        "print.cchart.GV",
        "print.summary.cchart.GV",
        "summary.cchart.GV"
      ]
    },
    {
      "page": "r_exact_limits",
      "title": "Exact Probability Limits for the R Chart",
      "topics": [
        "r_exact_limits"
      ]
    },
    {
      "page": "r_shewhart_limits",
      "title": "Conventional Three-Sigma Limits for the R Chart",
      "topics": [
        "r_shewhart_limits"
      ]
    },
    {
      "page": "remove.data",
      "title": "Remove an Observation from Phase I Data",
      "topics": [
        "remove.data"
      ]
    },
    {
      "page": "s_exact_limits",
      "title": "Exact Probability Limits for the S Chart",
      "topics": [
        "s_exact_limits"
      ]
    },
    {
      "page": "s_shewhart_limits",
      "title": "Conventional Shewhart Limits for the S Chart",
      "topics": [
        "s_shewhart_limits"
      ]
    },
    {
      "page": "sim_t2_asymptotic",
      "title": "Simulate Asymptotic Distribution of Hotelling T²",
      "topics": [
        "sim_t2_asymptotic"
      ]
    },
    {
      "page": "softdrink",
      "title": "Soft Drink Bottling Volume Data",
      "topics": [
        "softdrink"
      ]
    },
    {
      "page": "stats",
      "title": "Auxiliary Statistics for Hotelling T² Charts",
      "topics": [
        "stats"
      ]
    },
    {
      "page": "T2.1",
      "title": "Hotelling T² Statistic for Phase I",
      "topics": [
        "T2.1"
      ]
    },
    {
      "page": "T2.2",
      "title": "Hotelling T² Statistic for Phase II",
      "topics": [
        "T2.2"
      ]
    },
    {
      "page": "table.const",
      "title": "Table of Control Chart Constants d2, d3, and c4",
      "topics": [
        "table.const"
      ]
    },
    {
      "page": "table.qtukey",
      "title": "Tukey Quantile Table for the Relative Range",
      "topics": [
        "table.qtukey"
      ]
    },
    {
      "page": "trv_alpha_risk",
      "title": "False-Alarm Risk for Trace-Statistic Charts",
      "topics": [
        "trv_alpha_risk"
      ]
    },
    {
      "page": "trv_limits",
      "title": "Trace-Statistic Control Limits",
      "topics": [
        "trv_limits"
      ]
    },
    {
      "page": "trv_stat",
      "title": "Trace Statistic for Multivariate Variability",
      "topics": [
        "trv_stat"
      ]
    },
    {
      "page": "uchart_alpha_risk",
      "title": "Exact False-Alarm Risk for u-Chart Limits",
      "topics": [
        "uchart_alpha_risk"
      ]
    },
    {
      "page": "uchart_limits",
      "title": "Probability Limits for u Charts",
      "topics": [
        "uchart_limits"
      ]
    }
  ],
  "_readme": "https://github.com/flaviobarros/iqcc/raw/HEAD/README.md",
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    "qcc"
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      "title": "Getting started with IQCC",
      "engine": "knitr::rmarkdown",
      "headings": [
        "What IQCC is for",
        "Numerical functions and chart wrappers",
        "Phase I, Phase II, and reference parameters",
        "Input formats",
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        "Range and standard-deviation charts",
        "Hotelling T-squared",
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      "created": "2026-07-15 06:01:38",
      "modified": "2026-07-15 06:01:38",
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      "headings": [
        "Motivation",
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        "Diagnosing p-chart applicability",
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        "Average sample size: complete versus curtailed inspection",
        "ARL and ASS as functions of p",
        "Searching for limits",
        "Searching a complete design",
        "Trade-off between detection and sampling effort",
        "Interpreting fractional limits",
        "Constructing the chart",
        "Practical workflow",
        "References"
      ],
      "created": "2026-06-29 03:49:06",
      "modified": "2026-07-27 00:02:27",
      "commits": 6
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    {
      "source": "software-comparison.Rmd",
      "filename": "software-comparison.html",
      "title": "IQCC in the R SPC Ecosystem: A Comparison",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Comparable Packages",
        "Feature Comparison",
        "Limit Methodology",
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        "Multivariate Monitoring",
        "Software Architecture",
        "Documentation",
        "When to Choose IQCC",
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      "created": "2026-07-26 23:37:10",
      "modified": "2026-07-26 23:37:10",
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