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  "Package": "primarycensored",
  "Title": "Primary Event Censored Distributions",
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  "Authors@R": "c(person(given = \"Sam\",\nfamily = \"Abbott\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail = \"contact@samabbott.co.uk\",\ncomment = c(ORCID = \"0000-0001-8057-8037\")),\nperson(given = \"Sam\",\nfamily = \"Brand\",\nrole = c(\"aut\"),\nemail = \"usi1@cdc.gov\",\ncomment = c(ORCID = \"0000-0003-0645-5367\")),\nperson(given = \"Adam\",\nfamily = \"Howes\",\nrole = c(\"ctb\"),\nemail = \"adamthowes@gmail.com\",\ncomment = c(ORCID = \"0000-0003-2386-4031\")),\nperson(given = \"James Mba\",\nfamily = \"Azam\",\nrole = c(\"aut\"),\nemail = \"james.azam@lshtm.ac.uk\",\ncomment = c(ORCID = \"0000-0001-5782-7330\")),\nperson(given = \"Carl\",\nfamily = \"Pearson\",\nrole = c(\"aut\"),\nemail = \"carl.ab.pearson@gmail.com\",\ncomment = c(ORCID = \"0000-0003-0701-7860\")),\nperson(given = \"Sebastian\",\nfamily = \"Funk\",\nrole = c(\"aut\"),\nemail = \"sebastian.funk@lshtm.ac.uk\",\ncomment = c(ORCID = \"0000-0002-2842-3406\")),\nperson(given = \"Kelly\",\nfamily = \"Charniga\",\nrole = c(\"aut\"),\nemail = \" kelly.charniga@gmail.com\",\ncomment = c(ORCID = \"0000-0002-7648-7041\")))",
  "Description": "Provides functions for working with primary event censored\ndistributions and 'Stan' implementations for use in Bayesian\nmodeling. Primary event censored distributions are useful for\nmodeling delayed reporting scenarios in epidemiology and other\nfields (Charniga et al. (2024)\n<doi:10.48550/arXiv.2405.08841>). It also provides support for\narbitrary delay distributions, a range of common primary\ndistributions, and allows for truncation and secondary event\ncensoring to be accounted for (Park et al. (2024)\n<doi:10.1101/2024.01.12.24301247>). A subset of common\ndistributions also have analytical solutions implemented,\nallowing for faster computation. In addition, it provides\nmultiple methods for fitting primary event censored\ndistributions to data via optional dependencies.",
  "License": "MIT + file LICENSE",
  "URL": "https://primarycensored.epinowcast.org,\nhttps://github.com/epinowcast/primarycensored",
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  "Date/Publication": "2026-06-04 09:22:47 UTC",
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  "Author": "Sam Abbott [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0001-8057-8037>),\nSam Brand [aut] (ORCID: <https://orcid.org/0000-0003-0645-5367>),\nAdam Howes [ctb] (ORCID: <https://orcid.org/0000-0003-2386-4031>),\nJames Mba Azam [aut] (ORCID: <https://orcid.org/0000-0001-5782-7330>),\nCarl Pearson [aut] (ORCID: <https://orcid.org/0000-0003-0701-7860>),\nSebastian Funk [aut] (ORCID: <https://orcid.org/0000-0002-2842-3406>),\nKelly Charniga [aut] (ORCID: <https://orcid.org/0000-0002-7648-7041>)",
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    "extra/citation.json",
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    "add_name_attribute",
    "check_dprimary",
    "check_pdist",
    "check_truncation",
    "dexpgrowth",
    "dpcens",
    "dprimarycensored",
    "fitdistdoublecens",
    "new_pcens",
    "pcd_as_stan_data",
    "pcd_cmdstan_model",
    "pcd_dist_name",
    "pcd_load_stan_functions",
    "pcd_stan_dist_id",
    "pcd_stan_files",
    "pcd_stan_function_deps",
    "pcd_stan_functions",
    "pcd_stan_path",
    "pcens_cdf",
    "pcens_quantile",
    "pexpgrowth",
    "ppcens",
    "pprimarycensored",
    "qpcens",
    "qprimarycensored",
    "rexpgrowth",
    "rpcens",
    "rprimarycensored"
  ],
  "_datasets": [
    {
      "name": "pcd_distributions",
      "title": "Supported delay distributions",
      "object": "pcd_distributions",
      "class": [
        "data.frame"
      ],
      "fields": [
        "name",
        "pdist",
        "aliases",
        "stan_id"
      ],
      "rows": 25,
      "table": true,
      "tojson": true
    },
    {
      "name": "pcd_primary_distributions",
      "title": "Supported primary event distributions",
      "object": "pcd_primary_distributions",
      "class": [
        "data.frame"
      ],
      "fields": [
        "name",
        "dprimary",
        "aliases",
        "stan_id"
      ],
      "rows": 2,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "add_name_attribute",
      "title": "Helper method for custom distributions",
      "concept": [
        "utils"
      ],
      "topics": [
        "add_name_attribute"
      ]
    },
    {
      "page": "check_dprimary",
      "title": "Check if a function is a valid bounded probability density function (PDF)",
      "concept": [
        "check"
      ],
      "topics": [
        "check_dprimary"
      ]
    },
    {
      "page": "check_pdist",
      "title": "Check if a function is a valid cumulative distribution function (CDF)",
      "concept": [
        "check"
      ],
      "topics": [
        "check_pdist"
      ]
    },
    {
      "page": "check_truncation",
      "title": "Check if truncation time is appropriate relative to the maximum delay",
      "concept": [
        "check"
      ],
      "topics": [
        "check_truncation"
      ]
    },
    {
      "page": "dprimarycensored",
      "title": "Compute the primary event censored PMF for delays",
      "concept": [
        "primarycensored"
      ],
      "topics": [
        "dpcens",
        "dprimarycensored"
      ]
    },
    {
      "page": "expgrowth",
      "title": "Exponential growth distribution functions",
      "concept": [
        "primaryeventdistributions"
      ],
      "topics": [
        "dexpgrowth",
        "expgrowth",
        "pexpgrowth",
        "rexpgrowth"
      ]
    },
    {
      "page": "fitdistdoublecens",
      "title": "Fit a distribution to doubly censored data",
      "concept": [
        "modelhelpers"
      ],
      "topics": [
        "fitdistdoublecens"
      ]
    },
    {
      "page": "new_pcens",
      "title": "S3 class for primary event censored distribution computation",
      "concept": [
        "pcens"
      ],
      "topics": [
        "new_pcens"
      ]
    },
    {
      "page": "pcd_as_stan_data",
      "title": "Prepare data for primarycensored Stan model",
      "concept": [
        "modelhelpers"
      ],
      "topics": [
        "pcd_as_stan_data"
      ]
    },
    {
      "page": "pcd_cmdstan_model",
      "title": "Create a CmdStanModel with primarycensored Stan functions",
      "concept": [
        "modelhelpers"
      ],
      "topics": [
        "pcd_cmdstan_model"
      ]
    },
    {
      "page": "pcd_dist_name",
      "title": "Get distribution function cdf or pdf name",
      "concept": [
        "utils"
      ],
      "topics": [
        "pcd_dist_name"
      ]
    },
    {
      "page": "pcd_distributions",
      "title": "Supported delay distributions",
      "concept": [
        "utils"
      ],
      "topics": [
        "pcd_distributions"
      ]
    },
    {
      "page": "pcd_load_stan_functions",
      "title": "Load Stan functions as a string",
      "concept": [
        "stantools"
      ],
      "topics": [
        "pcd_load_stan_functions"
      ]
    },
    {
      "page": "pcd_primary_distributions",
      "title": "Supported primary event distributions",
      "concept": [
        "utils"
      ],
      "topics": [
        "pcd_primary_distributions"
      ]
    },
    {
      "page": "pcd_stan_dist_id",
      "title": "Get distribution stan ID by name",
      "concept": [
        "stantools"
      ],
      "topics": [
        "pcd_stan_dist_id"
      ]
    },
    {
      "page": "pcd_stan_files",
      "title": "Get Stan files containing specified functions",
      "concept": [
        "stantools"
      ],
      "topics": [
        "pcd_stan_files"
      ]
    },
    {
      "page": "pcd_stan_function_deps",
      "title": "Get dependencies for a Stan function",
      "concept": [
        "stantools"
      ],
      "topics": [
        "pcd_stan_function_deps"
      ]
    },
    {
      "page": "pcd_stan_functions",
      "title": "Get Stan function names from Stan files",
      "concept": [
        "stantools"
      ],
      "topics": [
        "pcd_stan_functions"
      ]
    },
    {
      "page": "pcd_stan_path",
      "title": "Get the path to the Stan code",
      "concept": [
        "stantools"
      ],
      "topics": [
        "pcd_stan_path"
      ]
    },
    {
      "page": "pcens_cdf",
      "title": "Compute primary event censored CDF",
      "concept": [
        "pcens"
      ],
      "topics": [
        "pcens_cdf"
      ]
    },
    {
      "page": "pcens_cdf.default",
      "title": "Default method for computing primary event censored CDF",
      "concept": [
        "pcens"
      ],
      "topics": [
        "pcens_cdf.default"
      ]
    },
    {
      "page": "pcens_cdf.pcens_pgamma_dunif",
      "title": "Method for Gamma delay with uniform primary",
      "concept": [
        "pcens"
      ],
      "topics": [
        "pcens_cdf.pcens_pgamma_dunif"
      ]
    },
    {
      "page": "pcens_cdf.pcens_plnorm_dunif",
      "title": "Method for Log-Normal delay with uniform primary",
      "concept": [
        "pcens"
      ],
      "topics": [
        "pcens_cdf.pcens_plnorm_dunif"
      ]
    },
    {
      "page": "pcens_cdf.pcens_pweibull_dunif",
      "title": "Method for Weibull delay with uniform primary",
      "concept": [
        "pcens"
      ],
      "topics": [
        "pcens_cdf.pcens_pweibull_dunif"
      ]
    },
    {
      "page": "pcens_quantile",
      "title": "Compute primary event censored quantiles",
      "concept": [
        "pcens"
      ],
      "topics": [
        "pcens_quantile"
      ]
    },
    {
      "page": "pcens_quantile.default",
      "title": "Default method for computing primary event censored quantiles",
      "concept": [
        "pcens"
      ],
      "topics": [
        "pcens_quantile.default"
      ]
    },
    {
      "page": "pprimarycensored",
      "title": "Compute the primary event censored CDF for delays",
      "concept": [
        "primarycensored"
      ],
      "topics": [
        "ppcens",
        "pprimarycensored"
      ]
    },
    {
      "page": "qprimarycensored",
      "title": "Compute quantiles corresponding to target probabilities for primary event censored delays",
      "concept": [
        "primarycensored"
      ],
      "topics": [
        "qpcens",
        "qprimarycensored"
      ]
    },
    {
      "page": "rprimarycensored",
      "title": "Generate random samples from a primary event censored distribution",
      "concept": [
        "primarycensored"
      ],
      "topics": [
        "rpcens",
        "rprimarycensored"
      ]
    }
  ],
  "_pkglogo": "https://github.com/epinowcast/primarycensored/raw/v1.5.0/man/figures/logo.png",
  "_readme": "https://github.com/epinowcast/primarycensored/raw/v1.5.0/README.md",
  "_rundeps": [],
  "_vignettes": [
    {
      "source": "analytic-solutions.Rmd",
      "filename": "analytic-solutions.html",
      "title": "Analytic solutions for censored delay distributions",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "What are we going to do in this vignette",
        "Analytic solutions for exponentially tilted primary event times",
        "Uniform primary event time ($r=0$)",
        "General partial expectation",
        "General discrete censored delay distribution",
        "Gamma distributed delay times",
        "Gamma partial expectation",
        "Survival function of $S_{+}$ for Gamma distribution",
        "CDF form of $S_{+}$ for Gamma distribution",
        "Gamma discrete censored delay distribution",
        "Log-Normal distribution",
        "Log-Normal partial expectation",
        "Survival function of $S_{+}$ for Log-Normal distribution",
        "CDF form of $S_{+}$ for Log-Normal distribution",
        "Log-Normal discrete censored delay distribution",
        "Weibull distribution",
        "Weibull partial expectation",
        "Survival function of $S_{+}$ for Weibull distribution",
        "CDF form of $S_{+}$ for Weibull distribution",
        "Weibull discrete censored delay distribution",
        "Learning more",
        "References"
      ],
      "created": "2024-09-24 13:12:56",
      "modified": "2026-04-22 11:33:45",
      "commits": 9
    },
    {
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      "filename": "primarycensored.html",
      "title": "Getting started with primarycensored",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Packages in this getting started vignette.",
        "Generating random samples with rprimarycensored()",
        "Compute the primary event censored cumulative distribution function (CDF) for delays with pprimarycensored()",
        "Compute the primary event censored probability mass function (PMF) with dprimarycensored()",
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        "What are we going to do in this vignette",
        "Censoring and right truncation problems in time to event analysis",
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        "Censored delay time distribution",
        "Survival function of time from the end of the primary censoring window to the secondary event time",
        "CDF form of $S_+$ for uniform primary",
        "Probability of secondary event time within a secondary censoring window",
        "Connections to other approaches",
        "Connection to Park et al 2024",
        "Learning more",
        "References"
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