{
  "_id": "6a5a5ed309eb0996dd690a5d",
  "Package": "UniCensor",
  "Type": "Package",
  "Title": "Reproducible Random Samples Under Univariate Censoring Schemes",
  "Version": "0.1.0",
  "Authors@R": "person(\"Shikhar\", \"Tyagi\",\nemail = \"shikhar1093tyagi@gmail.com\",\nrole  = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-1606-0844\"))",
  "Description": "Generates reproducible random samples from any\nuser-specified univariate distribution under a comprehensive\nsuite of censoring and truncation schemes. Users supply the\nprobability density function (PDF), cumulative distribution\nfunction (CDF), survival function, support bounds, and\nparameters; the same seed and inputs yield identical samples\nacross sessions.  Supported schemes include right and left\ntruncation, random, right, left, interval, and middle\ncensoring, block random censoring, balanced joint progressive\nType-II (BJPT-II), progressive first failure, joint Type-I,\nType-I, Type-II, progressive Type-II, Type-II progressively\nhybrid, joint Type-II, hybrid, hybrid Type-I, doubly Type-II,\nType-I hybrid, and hybrid Type-II censoring.  Diagnostic\nhistogram, dot plot, and autocorrelation plots are provided for\neach scheme to verify distributional behaviour. Methods are\ndescribed in Nagar, Kumar, and Krishna (2026)\n<doi:10.59467/IJASS.2026.22.1>, Goel, Kumar, and Krishna (2026,\n\"Estimation in power Lindley distributions using balanced joint\nprogressively Type-II censored data\"), Wu and Kus (2009)\n<doi:10.1016/j.csda.2009.03.010>, Goel and Krishna (2026)\n<doi:10.1007/s13198-026-03208-w>, Balakrishnan and Aggarwala\n(2000, ISBN:978-1-4612-1334-5), Mondal and Kundu (2020)\n<doi:10.1080/03610926.2018.1554128>, Ding and Gui (2023)\n<doi:10.3390/math11092003>, Prajapati, Mitra, and Kundu (2019)\n<doi:10.1007/s13571-018-0167-0>, Yadav, Jaiswal, and Yadav\n(2026) <doi:10.1007/s11135-026-02647-8>, Iyer, Jammalamadaka,\nand Kundu (2008) <doi:10.1016/j.jspi.2007.03.062>, Banerjee and\nKundu (2008) <doi:10.1109/TR.2008.916890>, and Kundu and\nJoarder (2006) <doi:10.1016/j.csda.2005.05.002>.",
  "License": "GPL-3",
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  "Encoding": "UTF-8",
  "Language": "en-US",
  "RoxygenNote": "7.3.3",
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  "Packaged": {
    "Date": "2026-07-17 16:54:23 UTC",
    "User": "root"
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  "Author": "Shikhar Tyagi [aut, cre] (ORCID:\n<https://orcid.org/0000-0003-1606-0844>)",
  "Maintainer": "Shikhar Tyagi <shikhar1093tyagi@gmail.com>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-07-17 13:40:08 UTC",
  "RemoteUrl": "https://github.com/cran/UniCensor",
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  "_expires": "2026-10-25T16:56:49.000Z",
  "_created": "2026-07-17T16:54:23.000Z",
  "_published": "2026-07-17T16:56:51.261Z",
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    "author": "Shikhar Tyagi <shikhar1093tyagi@gmail.com>",
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    "login": "shikhartyagi",
    "description": "Lecturer, Department of Mathematics and Statistics, The University of the West Indies, Trinidad and Tobago. ",
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  "_exports": [
    "dist_spec",
    "plot_censor_acf",
    "plot_censor_diagnostics",
    "plot_censor_dot",
    "plot_censor_hist",
    "r_bjpt2_censor",
    "r_block_random_censor",
    "r_complete",
    "r_doubly_type2_censor",
    "r_hybrid_censor",
    "r_hybrid_type1_censor",
    "r_hybrid_type2_censor",
    "r_interval_censor",
    "r_joint_type1_censor",
    "r_joint_type2_censor",
    "r_left_censor",
    "r_left_truncation",
    "r_middle_censor",
    "r_progressive_first_failure",
    "r_progressive_hybrid_type2_censor",
    "r_progressive_type2_censor",
    "r_random_censor",
    "r_right_censor",
    "r_right_truncation",
    "r_type1_censor",
    "r_type1_hybrid_censor",
    "r_type2_censor"
  ],
  "_help": [
    {
      "page": "as.data.frame.censored_sample",
      "title": "Coerce censored sample to data frame",
      "topics": [
        "as.data.frame.censored_sample"
      ]
    },
    {
      "page": "as.vector.censored_sample",
      "title": "Extract observed values from a censored sample",
      "topics": [
        "as.vector.censored_sample"
      ]
    },
    {
      "page": "dist_spec",
      "title": "Define a univariate distribution for simulation",
      "topics": [
        "dist_spec"
      ]
    },
    {
      "page": "plot_censor_acf",
      "title": "Autocorrelation function plot",
      "topics": [
        "plot_censor_acf"
      ]
    },
    {
      "page": "plot_censor_diagnostics",
      "title": "Combined diagnostic panel: histogram, dot plot, and ACF",
      "topics": [
        "plot_censor_diagnostics"
      ]
    },
    {
      "page": "plot_censor_dot",
      "title": "Dot plot (index plot) of sample values",
      "topics": [
        "plot_censor_dot"
      ]
    },
    {
      "page": "plot_censor_hist",
      "title": "Histogram of observed values with true density overlay",
      "topics": [
        "plot_censor_hist"
      ]
    },
    {
      "page": "print.censored_sample",
      "title": "Print method for censored_sample",
      "topics": [
        "print.censored_sample"
      ]
    },
    {
      "page": "print.dist_spec",
      "title": "Print method for dist_spec",
      "topics": [
        "print.dist_spec"
      ]
    },
    {
      "page": "r_bjpt2_censor",
      "title": "Balanced joint progressive Type-II (BJPT-II) censoring",
      "topics": [
        "r_bjpt2_censor"
      ]
    },
    {
      "page": "r_block_random_censor",
      "title": "Block random censoring",
      "topics": [
        "r_block_random_censor"
      ]
    },
    {
      "page": "r_complete",
      "title": "Generate a complete (uncensored) random sample",
      "topics": [
        "r_complete"
      ]
    },
    {
      "page": "r_doubly_type2_censor",
      "title": "Doubly Type-II censoring",
      "topics": [
        "r_doubly_type2_censor"
      ]
    },
    {
      "page": "r_hybrid_censor",
      "title": "Hybrid censoring (Type-I and Type-II constraints)",
      "topics": [
        "r_hybrid_censor"
      ]
    },
    {
      "page": "r_hybrid_type1_censor",
      "title": "Hybrid Type-I censoring with progressive withdrawal",
      "topics": [
        "r_hybrid_type1_censor"
      ]
    },
    {
      "page": "r_hybrid_type2_censor",
      "title": "Hybrid Type-II censoring",
      "topics": [
        "r_hybrid_type2_censor"
      ]
    },
    {
      "page": "r_interval_censor",
      "title": "Interval censoring",
      "topics": [
        "r_interval_censor"
      ]
    },
    {
      "page": "r_joint_type1_censor",
      "title": "Joint Type-I censoring across multiple samples",
      "topics": [
        "r_joint_type1_censor"
      ]
    },
    {
      "page": "r_joint_type2_censor",
      "title": "Joint Type-II censoring across multiple samples",
      "topics": [
        "r_joint_type2_censor"
      ]
    },
    {
      "page": "r_left_censor",
      "title": "Left censoring at a fixed threshold",
      "topics": [
        "r_left_censor"
      ]
    },
    {
      "page": "r_left_truncation",
      "title": "Left-truncated random sample",
      "topics": [
        "r_left_truncation"
      ]
    },
    {
      "page": "r_middle_censor",
      "title": "Middle censoring",
      "topics": [
        "r_middle_censor"
      ]
    },
    {
      "page": "r_progressive_first_failure",
      "title": "Progressive first-failure censoring",
      "topics": [
        "r_progressive_first_failure"
      ]
    },
    {
      "page": "r_progressive_hybrid_type2_censor",
      "title": "Type-II progressively hybrid censoring",
      "topics": [
        "r_progressive_hybrid_type2_censor"
      ]
    },
    {
      "page": "r_progressive_type2_censor",
      "title": "Progressive Type-II censoring",
      "topics": [
        "r_progressive_type2_censor"
      ]
    },
    {
      "page": "r_random_censor",
      "title": "Random censoring",
      "topics": [
        "r_random_censor"
      ]
    },
    {
      "page": "r_right_censor",
      "title": "Right censoring at a fixed time",
      "topics": [
        "r_right_censor"
      ]
    },
    {
      "page": "r_right_truncation",
      "title": "Right-truncated random sample",
      "topics": [
        "r_right_truncation"
      ]
    },
    {
      "page": "r_type1_censor",
      "title": "Type-I (time-terminated) censoring",
      "topics": [
        "r_type1_censor"
      ]
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      "title": "Type-I hybrid censoring",
      "topics": [
        "r_type1_hybrid_censor"
      ]
    },
    {
      "page": "r_type2_censor",
      "title": "Type-II (failure-terminated) censoring",
      "topics": [
        "r_type2_censor"
      ]
    }
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