{
  "_id": "6abefee199f7aa8c6aa58401",
  "Package": "adheaping",
  "Type": "Package",
  "Title": "Characteristic-Function De-Heaping Density Estimation",
  "Version": "1.1.0",
  "Authors@R": "person(\"Mitchell A.\", \"Thornton\", email = \"mitchat@sbcglobal.net\",\nrole = c(\"aut\", \"cre\"))",
  "Description": "Tuning-free kernel density estimation for heaped and\nrounded data using a characteristic-function theory of heaping.\nRounding to a grid is convolution with a box followed by\nlattice sampling, so the density is recovered by deconvolving\nthe known box and tapering against a data-driven noise floor.\nProvides a box-deconvolution de-heaping estimator, a\nsuperposition variant, and a single combined estimator selected\nby a band-capacity gate; grid, heaped-fraction, and mixed-grain\nreaders; and a spectral higher-order comb detector. Base-R\nreplicas of the Heitjan-Rubin multiple-imputation and\nmeasurement-error deconvolution methods are included for\ncomparison, and the 'Kernelheaping' stochastic\nexpectation-maximization estimator is used when installed.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "URL": "https://github.com/mitch-thornton/kde-ad-heaping",
  "BugReports": "https://github.com/mitch-thornton/kde-ad-heaping/issues",
  "VignetteBuilder": "knitr",
  "RoxygenNote": "7.3.1",
  "Repository": "https://mitch-thornton.r-universe.dev",
  "Date/Publication": "2026-10-01 21:24:21 UTC",
  "RemoteUrl": "https://github.com/mitch-thornton/kde-ad-heaping",
  "RemoteRef": "HEAD",
  "RemoteSha": "47a76c549d56597e5c5644db154538caa9f5a06a",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-02 00:36:09 UTC",
    "User": "root"
  },
  "Author": "Mitchell A. Thornton [aut, cre]",
  "Maintainer": "Mitchell A. Thornton <mitchat@sbcglobal.net>",
  "_user": "mitch-thornton",
  "_type": "src",
  "_file": "adheaping_1.1.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/f834aa3b4d4504fa2bc0323b5e80251c81e59cd2216650b754ba16cec4c45f97",
  "_filesize": 199364,
  "_sha256": "f834aa3b4d4504fa2bc0323b5e80251c81e59cd2216650b754ba16cec4c45f97",
  "_expires": "2027-01-10T00:46:23.000Z",
  "_created": "2026-10-02T00:36:09.000Z",
  "_published": "2026-10-02T00:46:24.932Z",
  "_jobs": [
    {
      "job": 110650783396,
      "time": 152,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11202800906"
    },
    {
      "job": 110650783434,
      "time": 192,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11201804826"
    },
    {
      "job": 110650783357,
      "time": 228,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11202787357"
    },
    {
      "job": 110650783601,
      "time": 176,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11202183713"
    },
    {
      "job": 110649822794,
      "time": 217,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11201968796"
    },
    {
      "job": 110650783335,
      "time": 107,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11201974141"
    },
    {
      "job": 110650783499,
      "time": 90,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11202371306"
    },
    {
      "job": 110650783495,
      "time": 80,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11202735939"
    },
    {
      "job": 110650783508,
      "time": 80,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11202446240"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/mitch-thornton/actions/runs/36946511514",
  "_status": "success",
  "_upstream": "https://github.com/mitch-thornton/kde-ad-heaping",
  "_commit": {
    "id": "47a76c549d56597e5c5644db154538caa9f5a06a",
    "author": "Mitchell A. Thornton <mitch@smu.edu>",
    "committer": "Mitchell A. Thornton <mitch@smu.edu>",
    "message": "Add the sample-size sensitivity analysis and the v12 emitters\n\nThe analysis script, its table emitter, their runners and the stored result\nbehind Supplementary Table S12 of the Scientific Reports revision. Also the\nv12 table and figure emitters and the markup script, which produce Table 2\nand Figures 2 and 4 in that manuscript and were not previously in this\nrepository.\n\nAll of these sit under scripts/ and results/, both of which .Rbuildignore\nexcludes, so the package tarball is unchanged and the CRAN release stays at\n1.1.0.\n",
    "time": 1790889861
  },
  "_maintainer": {
    "name": "Mitchell A. Thornton",
    "email": "mitchat@sbcglobal.net"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.6",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "Kernelheaping",
      "role": "Suggests"
    },
    {
      "package": "foreign",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "mitch-thornton",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-29",
      "n": 6
    },
    {
      "week": "2026-31",
      "n": 2
    },
    {
      "week": "2026-38",
      "n": 2
    },
    {
      "week": "2026-40",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "v1.0.0.0",
      "date": "2026-07-03"
    },
    {
      "name": "v1.0.0",
      "date": "2026-07-16"
    },
    {
      "name": "v1.1.0",
      "date": "2026-09-17"
    }
  ],
  "_topics": [
    "characteristic-function",
    "deconvolution",
    "density-estimation",
    "heaped-data",
    "kernel-density-estimation",
    "nonparametric-statistics",
    "rounded-data",
    "spectral-methods",
    "statistics"
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "mitch-thornton",
      "count": 2,
      "uuid": 282414837
    }
  ],
  "_userbio": {
    "uuid": 282414837,
    "type": "user",
    "name": "Mitch Thornton",
    "followers": 1,
    "description": "I am a researcher and engineer interested in algebraic diversity (AD) which is the exploitation of symmetry in data and signals. "
  },
  "_downloads": {
    "count": 368,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/adheaping"
  },
  "_devurl": "https://github.com/mitch-thornton/kde-ad-heaping",
  "_searchresults": 0,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/adheaping.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/mitch-thornton/kde-ad-heaping",
  "_realowner": "mitch-thornton",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2026-07-24"
    },
    {
      "version": "1.1.0",
      "date": "2026-09-17"
    }
  ],
  "_exports": [
    "adkde",
    "bin_prob",
    "deconv_kde",
    "deheap_kde",
    "heap_detect",
    "heap_fraction",
    "heap_grid",
    "heap_lattice",
    "heitjan_mi",
    "naive_kde",
    "sem_kde",
    "superpose_kde"
  ],
  "_help": [
    {
      "page": "adkde",
      "title": "Combined AD heaping-KDE: band-capacity gate selects de-heap / superposition / iterated.",
      "topics": [
        "adkde"
      ]
    },
    {
      "page": "bin_prob",
      "title": "Bin a sample to a probability vector on an equal grid",
      "topics": [
        "bin_prob"
      ]
    },
    {
      "page": "deconv_kde",
      "title": "Measurement-error deconvolution KDE (rounding as Uniform(-D/2, D/2) error).",
      "topics": [
        "deconv_kde"
      ]
    },
    {
      "page": "deheap_kde",
      "title": "Tuning-free de-heaping density estimator (box deconvolution + residue-floor Wiener).",
      "topics": [
        "deheap_kde"
      ]
    },
    {
      "page": "heap_detect",
      "title": "Detect the rounding grid as a group-matched atom in the spectral basis",
      "topics": [
        "heap_detect"
      ]
    },
    {
      "page": "heap_fraction",
      "title": "Estimate the heaped fraction from the comb tooth height",
      "topics": [
        "heap_fraction"
      ]
    },
    {
      "page": "heap_grid",
      "title": "Recover the rounding grid from the leading spectral replica",
      "topics": [
        "heap_grid"
      ]
    },
    {
      "page": "heap_lattice",
      "title": "Mixed-grain reader by Moebius inversion at exclusive replica centers.",
      "topics": [
        "heap_lattice"
      ]
    },
    {
      "page": "heitjan_mi",
      "title": "Heitjan-Rubin multiple-imputation de-heaping (faithful base-R replica).",
      "topics": [
        "heitjan_mi"
      ]
    },
    {
      "page": "naive_kde",
      "title": "Naive Gaussian kernel density estimate on a grid",
      "topics": [
        "naive_kde"
      ]
    },
    {
      "page": "sem_kde",
      "title": "SEM de-heaping via the real Kernelheaping package",
      "topics": [
        "sem_kde"
      ]
    },
    {
      "page": "superpose_kde",
      "title": "Superposition de-heaping estimator",
      "topics": [
        "superpose_kde"
      ]
    }
  ],
  "_readme": "https://github.com/mitch-thornton/kde-ad-heaping/raw/HEAD/README.md",
  "_rundeps": [],
  "_vignettes": [
    {
      "source": "adheaping.Rmd",
      "filename": "adheaping.html",
      "title": "De-heaping density estimation with adheaping",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Heaping and the identifiability limit",
        "A worked example",
        "Reading the grid and the heaped fraction",
        "Baselines"
      ],
      "created": "2026-07-16 11:28:23",
      "modified": "2026-09-17 15:16:50",
      "commits": 2
    }
  ],
  "_score": 4.301029995663981,
  "_indexed": true,
  "_nocasepkg": "adheaping",
  "_universes": [
    "mitch-thornton"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.1.0",
      "date": "2026-10-02T00:38:41.000Z",
      "distro": "resolute",
      "commit": "47a76c549d56597e5c5644db154538caa9f5a06a",
      "fileid": "https://r2.ropensci.org/879f8dab291154b35a5ceb8cdf438b6cc8c38f53165873dc1a7cf16a6aadc0f3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mitch-thornton/actions/runs/36946511514"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.1.0",
      "date": "2026-10-02T00:39:20.000Z",
      "distro": "resolute",
      "commit": "47a76c549d56597e5c5644db154538caa9f5a06a",
      "fileid": "https://r2.ropensci.org/3a2222050540a72b76af16e92f0afe6fac014a1ab81d85cb553173e2d658114e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mitch-thornton/actions/runs/36946511514"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.1.0",
      "date": "2026-10-02T00:42:13.000Z",
      "commit": "47a76c549d56597e5c5644db154538caa9f5a06a",
      "fileid": "https://r2.ropensci.org/9935df41079799b8ab82486cdc0cc786ee68eb2f9cef04f4a0da302a41978b3a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mitch-thornton/actions/runs/36946511514"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.1.0",
      "date": "2026-10-02T00:45:07.000Z",
      "commit": "47a76c549d56597e5c5644db154538caa9f5a06a",
      "fileid": "https://r2.ropensci.org/6eeacacce2c59237c30178691a37fe3528c1b0ef9e02eb5fddbc7171ffe008a1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mitch-thornton/actions/runs/36946511514"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.1.0",
      "date": "2026-10-02T00:38:13.000Z",
      "commit": "47a76c549d56597e5c5644db154538caa9f5a06a",
      "fileid": "https://r2.ropensci.org/1567d02121c8e4ec218c4211a6fb321afcfb68b65b6838514019f9df19b66302",
      "status": "success",
      "buildurl": "https://github.com/r-universe/mitch-thornton/actions/runs/36946511514"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-10-02T00:37:33.000Z",
      "commit": "47a76c549d56597e5c5644db154538caa9f5a06a",
      "fileid": "https://r2.ropensci.org/a660b22466175b4fbd6d90544531474b3eedc96b674927832c992e62eb5930b2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mitch-thornton/actions/runs/36946511514"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-10-02T00:37:26.000Z",
      "commit": "47a76c549d56597e5c5644db154538caa9f5a06a",
      "fileid": "https://r2.ropensci.org/cb5e14fca13d2efdbf10721bc32c1a3a8951c9f70d0742a51ccdd65254f9fd5c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mitch-thornton/actions/runs/36946511514"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-10-02T00:37:26.000Z",
      "commit": "47a76c549d56597e5c5644db154538caa9f5a06a",
      "fileid": "https://r2.ropensci.org/f34e05bc1a3534615c545693dc3bce5144651f64e7fabbbeaf836b359e8ce0cc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mitch-thornton/actions/runs/36946511514"
    }
  ]
}