{
  "_id": "6a1f1d30b401979e7341fb02",
  "Package": "NestMRMC",
  "Title": "Single Reader Between-Cases AUC Estimator with Nested Data",
  "Version": "1.0",
  "Authors@R": "person(given = \"Hongfei\",\nfamily = \"Du\",\nrole = c(\"aut\", \"cre\"),\nemail = \"hongfei@gwmail.gwu.edu\",\ncomment = c(ORCID = \"0000-0002-0633-594X\"))",
  "Description": "This repository provide the R package for the methods in\npaper: Single Reader Between-Cases AUC Estimator with Nested\nData. Statistical Methods in Medical Research.\nhttps://doi.org/10.1177/09622802221111539.",
  "License": "CC0",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.2.1",
  "Repository": "https://didsr.r-universe.dev",
  "Date/Publication": "2022-09-23 17:38:23 UTC",
  "RemoteUrl": "https://github.com/didsr/nestmrmc",
  "RemoteRef": "HEAD",
  "RemoteSha": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-16 08:41:19 UTC",
    "User": "root"
  },
  "Author": "Hongfei Du [aut, cre] (ORCID: <https://orcid.org/0000-0002-0633-594X>)",
  "Maintainer": "Hongfei Du <hongfei@gwmail.gwu.edu>",
  "MD5sum": "d1996ab75319a346a91cd67bf486d757",
  "_user": "didsr",
  "_type": "src",
  "_file": "NestMRMC_1.0.tar.gz",
  "_fileid": "5ea189a666b41a34193b2ea77b8e29772c5e5e2a81e613e34aad32bc65dc2d2a",
  "_filesize": 656774,
  "_sha256": "5ea189a666b41a34193b2ea77b8e29772c5e5e2a81e613e34aad32bc65dc2d2a",
  "_created": "2026-05-16T08:41:19.000Z",
  "_published": "2026-06-02T18:13:04.214Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79140452895,
      "time": 143,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7032044941"
    },
    {
      "job": 79140453791,
      "time": 163,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7032047066"
    },
    {
      "job": 79140453420,
      "time": 128,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7032043304"
    },
    {
      "job": 79140453353,
      "time": 134,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7032043970"
    },
    {
      "job": 79140453925,
      "time": 239,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7032048439"
    },
    {
      "job": 79140453657,
      "time": 270,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7032056078"
    },
    {
      "job": 79140453333,
      "time": 163,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7032043272"
    },
    {
      "job": 79140453631,
      "time": 225,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7032052121"
    },
    {
      "job": 79140452597,
      "time": 168,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7032028831"
    },
    {
      "job": 79140452192,
      "time": 96,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7366111240"
    },
    {
      "job": 79140453442,
      "time": 128,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7032043442"
    },
    {
      "job": 79140453305,
      "time": 134,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7032043977"
    },
    {
      "job": 79140452974,
      "time": 132,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7032043637"
    }
  ],
  "_buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/didsr/nestmrmc",
  "_commit": {
    "id": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
    "author": "Brandon Gallas <brandon.gallas@fda.hhs.gov>",
    "committer": "Brandon Gallas <brandon.gallas@fda.hhs.gov>",
    "message": "Inital commit to public repo\n",
    "time": 1663954703
  },
  "_maintainer": {
    "name": "Hongfei Du",
    "email": "hongfei@gwmail.gwu.edu",
    "login": "devinhfd",
    "uuid": 22888329,
    "orcid": "0000-0002-0633-594X"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "mvtnorm",
      "role": "Imports"
    },
    {
      "package": "iMRMC",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    }
  ],
  "_owner": "didsr",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "brandon-gallas",
      "count": 1,
      "uuid": 12649789
    }
  ],
  "_userbio": {
    "uuid": 13058575,
    "type": "organization",
    "name": "DIDSR (Aldo Badano, Director)",
    "description": "FDA, CDRH, OSEL, Division of Imaging, Diagnostics, and Software Reliability"
  },
  "_downloads": {
    "count": 207,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/NestMRMC"
  },
  "_devurl": "https://github.com/didsr/nestmrmc",
  "_searchresults": 5,
  "_topics": [
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NestMRMC.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/didsr/nestmrmc",
  "_realowner": "didsr",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0",
      "date": "2022-10-21"
    }
  ],
  "_exports": [
    "AUC_per_reader_nest",
    "data_MRMC",
    "simu_config",
    "true_AUC_var_abitrary",
    "true_AUC_var_abitrary_Rcpp"
  ],
  "_help": [
    {
      "page": "AUC_cov_2reader_nest",
      "title": "Function for calculating 2 reader AUC covariance",
      "topics": [
        "AUC_cov_2reader_nest"
      ]
    },
    {
      "page": "AUC_per_reader_nest",
      "title": "MRMC analysis in nested data problem",
      "topics": [
        "AUC_per_reader_nest"
      ]
    },
    {
      "page": "cov_m8_f1",
      "title": "covariance 8th moment middle calculation part one",
      "topics": [
        "cov_m8_f1"
      ]
    },
    {
      "page": "cov_m8_f2",
      "title": "covariance 8th moment middle calculation part two",
      "topics": [
        "cov_m8_f2"
      ]
    },
    {
      "page": "data_MRMC",
      "title": "Simulation function",
      "topics": [
        "data_MRMC"
      ]
    },
    {
      "page": "delete_diag",
      "title": "Delete diagonal term function",
      "topics": [
        "delete_diag"
      ]
    },
    {
      "page": "m11_f",
      "title": "function for calculating the 11th moment",
      "topics": [
        "m11_f"
      ]
    },
    {
      "page": "m8_f",
      "title": "function for calculating the 8th moment",
      "topics": [
        "m8_f"
      ]
    },
    {
      "page": "simu_config",
      "title": "Configuration function",
      "topics": [
        "simu_config"
      ]
    },
    {
      "page": "success_score",
      "title": "Calculate the success score",
      "topics": [
        "success_score"
      ]
    },
    {
      "page": "sum_diag",
      "title": "sum the diagonal terms",
      "topics": [
        "sum_diag"
      ]
    },
    {
      "page": "true_AUC_var_abitrary",
      "title": "Calculate the between-cases AUC estimator's theoretical variance and covariance",
      "topics": [
        "true_AUC_var_abitrary"
      ]
    },
    {
      "page": "true_AUC_var_abitrary_Rcpp",
      "title": "Calculate the between-cases AUC estimator's theoretical variance and covariance",
      "topics": [
        "true_AUC_var_abitrary_Rcpp"
      ]
    },
    {
      "page": "var_coef",
      "title": "Calculate the each moments coefficient in variance",
      "topics": [
        "var_coef"
      ]
    }
  ],
  "_readme": "https://github.com/didsr/nestmrmc/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "dplyr",
    "generics",
    "glue",
    "iMRMC",
    "lattice",
    "lifecycle",
    "magrittr",
    "Matrix",
    "mvtnorm",
    "pillar",
    "pkgconfig",
    "R6",
    "Rcpp",
    "rlang",
    "tibble",
    "tidyselect",
    "utf8",
    "vctrs",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_score": 2.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "nestmrmc",
  "_universes": [
    "didsr",
    "devinhfd"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0",
      "date": "2026-05-16T08:43:26.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "96633640ec5b85488a461248e8f76378b1950486ab8031137542e053f7643134",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0",
      "date": "2026-05-16T08:43:41.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "f27d4fef5599aa86c918691ea7fd99001bfdd2b9d7206f59856c77226f9df929",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0",
      "date": "2026-05-16T08:43:11.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "7c9810bd3fbc741a093032ae75370f52b102e8745e77e7d46912c03343397ea3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0",
      "date": "2026-05-16T08:43:13.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "6eb9b102e767bdadf4353099ad92219ccf6b66955cbf2a8ceef3e2522fdd7bef",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0",
      "date": "2026-05-16T08:44:01.000Z",
      "arch": "aarch64",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "9be285b0646159b3f2d308d2395bf97aa371ae977f98acb84a08869d698cc565",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0",
      "date": "2026-05-16T08:44:48.000Z",
      "arch": "x86_64",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "12b9a38f6015886c66dd8b265fbd03391add6cbd7aec98cb40c8469c8d136963",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0",
      "date": "2026-05-16T08:43:15.000Z",
      "arch": "aarch64",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "fedd4a4f00a887920d8837c7b6abbc2dffc7772773df4fca4a10d721b0d92a9b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0",
      "date": "2026-05-16T08:44:10.000Z",
      "arch": "x86_64",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "640dfd0d1e828138b661a246cea2c17f66b25e944d77316ed7f33ab08e959bd8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0",
      "date": "2026-05-16T08:42:46.000Z",
      "arch": "x86_64",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "6ac1d5d84231f4c88efb9dc59821038f50d992d21242fbec18e097c3960e421d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0",
      "date": "2026-05-16T08:42:40.000Z",
      "arch": "x86_64",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "d99a1771850f06b218c444c5c641ecfa47c70fcf880fdf7fe2de53ba25788f04",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.0",
      "date": "2026-05-16T08:42:47.000Z",
      "arch": "x86_64",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "9279f9719869ce2a4e145aebee6b876472cd9a015eb1825994b430c0f8a69931",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0",
      "date": "2026-06-02T18:12:39.000Z",
      "arch": "emscripten",
      "commit": "7c070e72d73ac6a50dc9eb7e51c07c559e05b26d",
      "fileid": "fe48d3f2017cb7e4250d2e494bcbe69664e2a6eefa706371d3a6f9258b0d8854",
      "status": "success",
      "buildurl": "https://github.com/r-universe/didsr/actions/runs/25957519854"
    }
  ]
}