{
  "_id": "6a0f77f5acfb0bcc41c622d8",
  "Package": "polyRAD",
  "Version": "2.0.1",
  "Date": "2026-03-21",
  "Title": "Genotype Calling with Uncertainty from Sequencing Data in\nPolyploids and Diploids",
  "Authors@R": "c(person(\"Lindsay V.\", \"Clark\", email = \"Lindsay.Clark@seattlechildrens.org\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-3881-9252\")),\nperson(\"U.S. National Science Foundation\", role = \"fnd\"))",
  "Author": "Lindsay V. Clark [aut, cre]\n(<https://orcid.org/0000-0002-3881-9252>), U.S. National\nScience Foundation [fnd]",
  "Maintainer": "Lindsay V. Clark <Lindsay.Clark@seattlechildrens.org>",
  "VignetteBuilder": "knitr, rmarkdown",
  "Description": "Read depth data from genotyping-by-sequencing (GBS) or\nrestriction site-associated DNA sequencing (RAD-seq) are\nimported and used to make Bayesian probability estimates of\ngenotypes in polyploids or diploids.  The genotype\nprobabilities, posterior mean genotypes, or most probable\ngenotypes can then be exported for downstream analysis.\n'polyRAD' is described by Clark et al. (2019)\n<doi:10.1534/g3.118.200913>, and the Hind/He statistic for\nmarker filtering is described by Clark et al. (2022)\n<doi:10.1186/s12859-022-04635-9>. A variant calling pipeline\nfor highly duplicated genomes is also included and is described\nby Clark et al. (2020, Version 1)\n<doi:10.1101/2020.01.11.902890>.",
  "License": "GPL (>= 2)",
  "URL": "https://github.com/lvclark/polyRAD",
  "Config/pak/sysreqs": "libicu-dev",
  "Repository": "https://lvclark.r-universe.dev",
  "Date/Publication": "2026-03-22 00:34:31 UTC",
  "RemoteUrl": "https://github.com/lvclark/polyRAD",
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  "Packaged": {
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    "User": "root"
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  "_created": "2026-05-21T05:59:27.000Z",
  "_published": "2026-05-21T21:24:05.778Z",
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  "_buildurl": "https://github.com/r-universe/lvclark/actions/runs/26208238815",
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  "_host": "GitHub-Actions",
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    "author": "Lindsay Clark <dragonzuela04@gmail.com>",
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    "message": "Prevent error about unregistered method\n",
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    "email": "lindsay.clark@seattlechildrens.org",
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    "orcid": "0000-0002-3881-9252",
    "description": "Computational biologist at Seattle Children's.  Lots of prior work in plant genetics, population genetics, and polyploidy.",
    "uuid": 13499688
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      "version": ">= 3.5.0",
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      "package": "methods",
      "role": "Depends"
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    {
      "package": "Rcpp",
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      "package": "fastmatch",
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      "package": "Rcpp",
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    {
      "package": "stringi",
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    {
      "package": "Rsamtools",
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      "package": "GenomeInfoDb",
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  "_usedby": 0,
  "_updates": [
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      "week": "2026-12",
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    {
      "name": "v2.0.1",
      "date": "2026-03-22"
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  "_topics": [
    "bioinformatics",
    "dna-sequencing",
    "genotype-likelihoods",
    "genotyping-by-sequencing",
    "hacktoberfest",
    "rad-seq",
    "rad-sequencing",
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  "_contributors": [
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    "name": "Lindsay Clark",
    "description": "Computational biologist at Seattle Children's.  Lots of prior work in plant genetics, population genetics, and polyploidy."
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  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/polyRAD.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
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      "version": "0.5-0",
      "date": "2018-08-02"
    },
    {
      "version": "1.0",
      "date": "2018-11-19"
    },
    {
      "version": "1.1",
      "date": "2019-06-04"
    },
    {
      "version": "1.2",
      "date": "2020-05-12"
    },
    {
      "version": "1.3",
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    },
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      "date": "2021-03-23"
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    {
      "version": "1.5",
      "date": "2021-09-03"
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    {
      "version": "1.6",
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    {
      "version": "2.0.0",
      "date": "2022-11-06"
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    {
      "version": "2.0.1",
      "date": "2026-03-22"
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  "_exports": [
    "AddAlleleFreqByTaxa",
    "AddAlleleFreqHWE",
    "AddAlleleFreqMapping",
    "AddAlleleLinkages",
    "AddDepthSamplingPermutations",
    "AddGenotypeLikelihood",
    "AddGenotypePosteriorProb",
    "AddGenotypePriorProb_ByTaxa",
    "AddGenotypePriorProb_Even",
    "AddGenotypePriorProb_HWE",
    "AddGenotypePriorProb_LD",
    "AddGenotypePriorProb_Mapping2Parents",
    "AddPCA",
    "AddPloidyChiSq",
    "AddPloidyLikelihood",
    "CanDoGetWeightedMeanGeno",
    "EstimateContaminationRate",
    "EstimateParentalGenotypes",
    "ExamineGenotype",
    "ExpectedHindHe",
    "ExpectedHindHeMapping",
    "Export_adegenet_genind",
    "Export_GWASpoly",
    "Export_MAPpoly",
    "Export_polymapR",
    "Export_polymapR_probs",
    "Export_rrBLUP_Amat",
    "Export_rrBLUP_GWAS",
    "Export_Structure",
    "Export_TASSEL_Numeric",
    "ExportGAPIT",
    "GetAlleleNames",
    "GetBlankTaxa",
    "GetContamRate",
    "GetDonorParent",
    "GetLikelyGen",
    "GetLocDepth",
    "GetLoci",
    "GetProbableGenotypes",
    "GetRecurrentParent",
    "GetTaxa",
    "GetTaxaByPloidy",
    "GetTaxaPloidy",
    "GetWeightedMeanGenotypes",
    "HindHe",
    "HindHeMapping",
    "InbreedingFromHindHe",
    "IterateHWE",
    "IterateHWE_LD",
    "IteratePopStruct",
    "IteratePopStructLD",
    "LocusInfo",
    "MakeTasselVcfFilter",
    "MergeIdenticalHaplotypes",
    "MergeRareHaplotypes",
    "MergeTaxaDepth",
    "nAlleles",
    "nLoci",
    "nTaxa",
    "OneAllelePerMarker",
    "PipelineMapping2Parents",
    "RADdata",
    "RADdata2VCF",
    "readDArTag",
    "readHMC",
    "readProcessIsoloci",
    "readProcessSamMulti",
    "readStacks",
    "readTagDigger",
    "readTASSELGBSv2",
    "RemoveHighDepthLoci",
    "RemoveMonomorphicLoci",
    "RemoveUngenotypedLoci",
    "reverseComplement",
    "SetBlankTaxa",
    "SetContamRate",
    "SetDonorParent",
    "SetRecurrentParent",
    "SetTaxaPloidy",
    "SimAlleleDepth",
    "SimGenotypes",
    "SimGenotypesMapping",
    "SplitByChromosome",
    "StripDown",
    "SubsetByLocus",
    "SubsetByPloidy",
    "SubsetByTaxon",
    "TestOverdispersion",
    "VCF2RADdata"
  ],
  "_datasets": [
    {
      "name": "exampleRAD",
      "title": "Miniature Datasets for Testing polyRAD Functions",
      "object": "exampleRAD",
      "file": "exampleRAD.RData",
      "class": [
        "RADdata"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "exampleRAD_mapping",
      "title": "Miniature Datasets for Testing polyRAD Functions",
      "object": "exampleRAD_mapping",
      "file": "exampleRAD_mapping.RData",
      "class": [
        "RADdata"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "Msi01genes",
      "title": "Miniature Datasets for Testing polyRAD Functions",
      "object": "Msi01genes",
      "file": "Msi01genes.RData",
      "class": [
        "RADdata"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "GetTaxa",
      "title": "Accessor Functions for RADdata Objects",
      "topics": [
        "GetAlleleNames",
        "GetContamRate",
        "GetLocDepth",
        "GetLoci",
        "GetTaxa",
        "GetTaxaByPloidy",
        "GetTaxaByPloidy.RADdata",
        "GetTaxaPloidy",
        "nAlleles",
        "nLoci",
        "nTaxa",
        "SetContamRate",
        "SetTaxaPloidy"
      ]
    },
    {
      "page": "AddAlleleFreqByTaxa",
      "title": "Estimate Local Allele Frequencies for Each Taxon Based on Population Structure",
      "topics": [
        "AddAlleleFreqByTaxa",
        "AddAlleleFreqByTaxa.RADdata"
      ]
    },
    {
      "page": "AddAlleleFreqHWE",
      "title": "Estimate Allele Frequencies in a RADdata Object Assuming Hardy-Weinberg Equilibrium",
      "topics": [
        "AddAlleleFreqHWE",
        "AddAlleleFreqHWE.RADdata"
      ]
    },
    {
      "page": "AddAlleleFreqMapping",
      "title": "Estimate Allele Frequencies in a Mapping Population",
      "topics": [
        "AddAlleleFreqMapping",
        "AddAlleleFreqMapping.RADdata"
      ]
    },
    {
      "page": "AddAlleleLinkages",
      "title": "Identify and Utilize Linked Alleles for Estimating Genotype Priors",
      "topics": [
        "AddAlleleLinkages",
        "AddAlleleLinkages.RADdata",
        "AddGenotypePriorProb_LD",
        "AddGenotypePriorProb_LD.RADdata"
      ]
    },
    {
      "page": "AddGenotypeLikelihood",
      "title": "Estimate Genotype Likelihoods in a RADdata object",
      "topics": [
        "AddDepthSamplingPermutations",
        "AddGenotypeLikelihood",
        "AddGenotypeLikelihood.RADdata"
      ]
    },
    {
      "page": "AddGenotypePosteriorProb",
      "title": "Estimate Posterior Probabilities of Genotypes",
      "topics": [
        "AddGenotypePosteriorProb"
      ]
    },
    {
      "page": "AddGenotypePriorProb_ByTaxa",
      "title": "Estimate Prior Genotype Probabilities on a Per-Taxon Basis",
      "topics": [
        "AddGenotypePriorProb_ByTaxa",
        "AddGenotypePriorProb_ByTaxa.RADdata"
      ]
    },
    {
      "page": "AddGenotypePriorProb_Even",
      "title": "Add Uniform Priors to a RADdata Object",
      "topics": [
        "AddGenotypePriorProb_Even"
      ]
    },
    {
      "page": "AddGenotypePriorProb_HWE",
      "title": "Estimate Genotype Prior Probabilities In the Absence of Population Structure",
      "topics": [
        "AddGenotypePriorProb_HWE",
        "AddGenotypePriorProb_HWE.RADdata"
      ]
    },
    {
      "page": "AddGenotypePriorProb_Mapping2Parents",
      "title": "Expected Genotype Frequencies in Mapping Populations",
      "topics": [
        "AddGenotypePriorProb_Mapping2Parents",
        "AddGenotypePriorProb_Mapping2Parents.RADdata",
        "EstimateParentalGenotypes",
        "EstimateParentalGenotypes.RADdata"
      ]
    },
    {
      "page": "AddPCA",
      "title": "Perform Principal Components Analysis on \"RADdata\" Object",
      "topics": [
        "AddPCA",
        "AddPCA.RADdata"
      ]
    },
    {
      "page": "AddPloidyChiSq",
      "title": "Chi-Square Test on Genotype Likelihood Distributions",
      "topics": [
        "AddPloidyChiSq",
        "AddPloidyChiSq.RADdata"
      ]
    },
    {
      "page": "AddPloidyLikelihood",
      "title": "Likelihoods for Possible Ploidies Based on Genotype Distributions",
      "topics": [
        "AddPloidyLikelihood",
        "AddPloidyLikelihood.RADdata"
      ]
    },
    {
      "page": "CanDoGetWeightedMeanGeno",
      "title": "Check Whether 'GetWeightedMeanGenotypes' Can Be Run",
      "topics": [
        "CanDoGetWeightedMeanGeno"
      ]
    },
    {
      "page": "EstimateContaminationRate",
      "title": "Estimate Sample Contamination Using Blanks",
      "topics": [
        "EstimateContaminationRate",
        "EstimateContaminationRate.RADdata"
      ]
    },
    {
      "page": "ExamineGenotype",
      "title": "Plots to Examine Genotype Calling at a Single Taxon and Allele",
      "topics": [
        "ExamineGenotype",
        "ExamineGenotype.RADdata"
      ]
    },
    {
      "page": "exampleRAD",
      "title": "Miniature Datasets for Testing polyRAD Functions",
      "topics": [
        "exampleRAD",
        "exampleRAD_mapping",
        "Msi01genes"
      ]
    },
    {
      "page": "ExpectedHindHe",
      "title": "Simulate Data to Get Expected Distribution of Hind/He",
      "topics": [
        "ExpectedHindHe",
        "ExpectedHindHeMapping",
        "SimAlleleDepth",
        "SimGenotypes",
        "SimGenotypesMapping"
      ]
    },
    {
      "page": "ExportGAPIT",
      "title": "Export RADdata Object for Use by Other R Packages",
      "topics": [
        "ExportGAPIT",
        "Export_adegenet_genind",
        "Export_GWASpoly",
        "Export_MAPpoly",
        "Export_polymapR",
        "Export_polymapR_probs",
        "Export_rrBLUP_Amat",
        "Export_rrBLUP_GWAS",
        "Export_Structure",
        "Export_TASSEL_Numeric"
      ]
    },
    {
      "page": "GetLikelyGen",
      "title": "Output the Most Likely Genotype",
      "topics": [
        "GetLikelyGen"
      ]
    },
    {
      "page": "GetWeightedMeanGenotypes",
      "title": "Export Numeric Genotype Values from Posterior Probabilities",
      "topics": [
        "GetProbableGenotypes",
        "GetProbableGenotypes.RADdata",
        "GetWeightedMeanGenotypes",
        "GetWeightedMeanGenotypes.RADdata"
      ]
    },
    {
      "page": "HindHe",
      "title": "Identify Non-Mendelian Loci and Taxa that Deviate from Ploidy Expectations",
      "topics": [
        "HindHe",
        "HindHe.RADdata",
        "HindHeMapping",
        "HindHeMapping.RADdata"
      ]
    },
    {
      "page": "InbreedingFromHindHe",
      "title": "Estimate Inbreeding from Hind/He for a Given Ploidy",
      "topics": [
        "InbreedingFromHindHe"
      ]
    },
    {
      "page": "IterateHWE",
      "title": "Iteratively Estimate Population Parameters and Genotypes In a Diversity Panel",
      "topics": [
        "IterateHWE",
        "IterateHWE_LD",
        "IteratePopStruct",
        "IteratePopStructLD"
      ]
    },
    {
      "page": "LocusInfo",
      "title": "Get Information about a Single Locus",
      "topics": [
        "LocusInfo",
        "LocusInfo.RADdata"
      ]
    },
    {
      "page": "MakeTasselVcfFilter",
      "title": "Filter Lines of a VCF File By Call Rate and Allele Frequency",
      "topics": [
        "MakeTasselVcfFilter"
      ]
    },
    {
      "page": "MergeIdenticalHaplotypes",
      "title": "Merge Alleles with Identical DNA Sequences",
      "topics": [
        "MergeIdenticalHaplotypes"
      ]
    },
    {
      "page": "MergeRareHaplotypes",
      "title": "Consolidate Reads from Rare Alleles",
      "topics": [
        "MergeRareHaplotypes",
        "MergeRareHaplotypes.RADdata"
      ]
    },
    {
      "page": "MergeTaxaDepth",
      "title": "Combine Read Depths from Multiple Taxa into One Taxon",
      "topics": [
        "MergeTaxaDepth",
        "MergeTaxaDepth.RADdata"
      ]
    },
    {
      "page": "OneAllelePerMarker",
      "title": "Return the Index of One Allele for Each Locus",
      "topics": [
        "OneAllelePerMarker",
        "OneAllelePerMarker.RADdata"
      ]
    },
    {
      "page": "PipelineMapping2Parents",
      "title": "Run polyRAD Pipeline on a Mapping Population",
      "topics": [
        "PipelineMapping2Parents"
      ]
    },
    {
      "page": "RADdata",
      "title": "RADdata object constructor",
      "topics": [
        "plot.RADdata",
        "RADdata"
      ]
    },
    {
      "page": "RADdata2VCF",
      "title": "Export RADdata Genotypes to VCF",
      "topics": [
        "RADdata2VCF"
      ]
    },
    {
      "page": "readDArTag",
      "title": "Import Data from DArT Sequencing",
      "topics": [
        "readDArTag"
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