{
  "_id": "6ad1d139a6a61792ed76b910",
  "Package": "MarZIC",
  "Type": "Package",
  "Title": "Marginal Mediation Effects with Zero-Inflated Compositional\nMediator",
  "Version": "1.0.1",
  "Authors@R": "c(person(given = \"Quran\",\nfamily = \"Wu\",\nrole = c(\"aut\"),\nemail = \"wuquran@ufl.edu\"),\nperson(given = \"Zhigang\",\nfamily = \"Li\",\nrole = c(\"aut\", \"cre\"),\nemail = \"lzg2151@gmail.com\")\n)",
  "Description": "A way to estimate and test marginal mediation effects for\nzero-inflated compositional mediators. Estimates of Natural\nIndirect Effect (NIE), Natural Direct Effect (NDE) of each\ntaxon, as well as their standard errors and confident\nintervals, were provided as outputs. Zeros will not be imputed\nduring analysis. See Wu et al. (2022)\n<doi:10.3390/genes13061049>.",
  "URL": "https://www.mdpi.com/2073-4425/13/6/1049",
  "License": "GPL-2",
  "VignetteBuilder": "knitr",
  "RdMacros": "mathjaxr",
  "RoxygenNote": "7.3.2",
  "Encoding": "UTF-8",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-10-16 07:05:02 UTC",
    "User": "root"
  },
  "Author": "Quran Wu [aut], Zhigang Li [aut, cre]",
  "Maintainer": "Zhigang Li <lzg2151@gmail.com>",
  "Repository": "https://gitlzg.r-universe.dev",
  "Date/Publication": "2025-05-24 21:10:02 UTC",
  "RemoteUrl": "https://github.com/cran/MarZIC",
  "RemoteRef": "HEAD",
  "RemoteSha": "00d4db444301ee95ed562232cc08d6f9420f05af",
  "_user": "gitlzg",
  "_type": "src",
  "_file": "MarZIC_1.0.1.tar.gz",
  "_fileid": "https://r2.ropensci.org/bab49dfe55288ed4392e610d8eab6a3e1896fec5f913932ebf5e8d5d2e0b7fe2",
  "_filesize": 175554,
  "_sha256": "bab49dfe55288ed4392e610d8eab6a3e1896fec5f913932ebf5e8d5d2e0b7fe2",
  "_expires": "2027-01-24T07:24:39.000Z",
  "_created": "2026-10-16T07:05:02.000Z",
  "_published": "2026-10-16T07:24:41.328Z",
  "_buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 116855699926,
      "time": 166,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12030862027"
    },
    {
      "job": 116855699810,
      "time": 137,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12029944697"
    },
    {
      "job": 116855699791,
      "time": 129,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12031255167"
    },
    {
      "job": 116855699720,
      "time": 138,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12030812044"
    },
    {
      "job": 116855699821,
      "time": 116,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12030974615"
    },
    {
      "job": 116855699895,
      "time": 404,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12031455925"
    },
    {
      "job": 116855699802,
      "time": 145,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12031645627"
    },
    {
      "job": 116855699734,
      "time": 357,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12031036274"
    },
    {
      "job": 116854403152,
      "time": 239,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12030469683"
    },
    {
      "job": 116855699678,
      "time": 96,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12030697249"
    },
    {
      "job": 116855699939,
      "time": 352,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12030703162"
    },
    {
      "job": 116855699778,
      "time": 155,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12031101087"
    },
    {
      "job": 116855699845,
      "time": 104,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12030518757"
    },
    {
      "job": 116855699818,
      "time": 355,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12030564004"
    },
    {
      "job": 116855699901,
      "time": 107,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12030623167"
    }
  ],
  "_upstream": "https://github.com/cran/MarZIC",
  "_commit": {
    "id": "00d4db444301ee95ed562232cc08d6f9420f05af",
    "author": "Zhigang Li <lzg2151@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.0.1\n",
    "time": 1748121002
  },
  "_maintainer": {
    "name": "Zhigang Li",
    "email": "lzg2151@gmail.com",
    "login": "gitlzg",
    "description": "Associate Professor at University of Florida",
    "uuid": 52298198
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "version": ">= 1.0.9",
      "role": "Imports"
    },
    {
      "package": "NlcOptim",
      "role": "Imports"
    },
    {
      "package": "betareg",
      "role": "Imports"
    },
    {
      "package": "doParallel",
      "role": "Imports"
    },
    {
      "package": "foreach",
      "role": "Imports"
    },
    {
      "package": "pracma",
      "role": "Imports"
    },
    {
      "package": "mathjaxr",
      "role": "Imports"
    },
    {
      "package": "dirmult",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "RUnit",
      "role": "Suggests"
    },
    {
      "package": "BiocGenerics",
      "role": "Suggests"
    },
    {
      "package": "BiocStyle",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "gitlzg",
      "count": 2,
      "uuid": 52298198
    }
  ],
  "_userbio": {
    "uuid": 52298198,
    "type": "user",
    "name": "gitlzg",
    "followers": 1,
    "description": "Associate Professor at University of Florida"
  },
  "_downloads": {
    "count": 378,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MarZIC"
  },
  "_searchresults": 7,
  "_topics": [
    "cpp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/MarZIC.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_realowner": "gitlzg",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2023-12-04"
    },
    {
      "version": "1.0.1",
      "date": "2025-05-27"
    }
  ],
  "_exports": [
    "MarZIC"
  ],
  "_help": [
    {
      "page": "MarZIC",
      "title": "Marginal Mediation Model for Zero-Inflated Compositional Mediators",
      "topics": [
        "MarZIC"
      ]
    }
  ],
  "_readme": "https://github.com/cran/MarZIC/raw/HEAD/README.md",
  "_rundeps": [
    "betareg",
    "codetools",
    "dirmult",
    "doParallel",
    "flexmix",
    "foreach",
    "Formula",
    "iterators",
    "lattice",
    "lmtest",
    "MASS",
    "mathjaxr",
    "modeltools",
    "NlcOptim",
    "nnet",
    "pracma",
    "quadprog",
    "Rcpp",
    "RcppArmadillo",
    "sandwich",
    "zoo"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "MarZIC.Rmd",
      "filename": "MarZIC.html",
      "title": "Introduction to MarZIC",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Input for MarZIC() function",
        "Output for MarZIC() function",
        "Example",
        "Reference"
      ],
      "created": "2023-12-05 02:39:24",
      "modified": "2025-05-24 21:10:02",
      "commits": 2
    }
  ],
  "_score": 2.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "marzic",
  "_universes": [
    "gitlzg"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.1",
      "date": "2026-10-16T07:07:31.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/efcf3a5df3c2ae7b1e1c9b1838cd5ef0a49fd0c2e259cd3f837cb26293985d0f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.1",
      "date": "2026-10-16T07:07:06.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/fd2186f2be11f5cd24a7ce6e0bff7ca88eecff008355cce1d29271dcb6136fb9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.1",
      "date": "2026-10-16T07:07:12.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/6beb9ba28da03b3c66629a2ea42f41f37fd04b81bfe4f41fcde234b3b3c0f329",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.1",
      "date": "2026-10-16T07:07:14.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/429f125584ca9478d766cd6d2c1641ceb96e47dc06da82559b7bbbffaf14afe7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.1",
      "date": "2026-10-16T07:24:00.000Z",
      "arch": "aarch64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/acca1baff0d55e4c0bc24260bc9fc841aca113b873b342a2e7345e9e556f84a5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.1",
      "date": "2026-10-16T07:13:48.000Z",
      "arch": "x86_64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/3332d1fe0555bb521b8641be2a325618010f598d0ae2be890d58b6e35619b2d7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.1",
      "date": "2026-10-16T07:16:15.000Z",
      "arch": "aarch64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/46116ac7ce650ec84f5f69a9815c004a0bf5ee54fa9f9bbbec73cfaf6b54e223",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.1",
      "date": "2026-10-16T07:11:05.000Z",
      "arch": "x86_64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/6c68dd85c146f5028f47f1863dd683504e455e352fbe370783391536fb91475d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.1",
      "date": "2026-10-16T07:06:55.000Z",
      "arch": "emscripten",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/bf7ca9daaa4e5defa172d57c7bdccc3f9af3ca742260f4477f22d5c304ac3906",
      "status": "success",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-16T07:10:11.000Z",
      "arch": "aarch64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/cbfaefb8624baf6963b02957ffaf3749b99d0fb986a3c042ac0f5fc6d71efbb1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-16T07:06:16.000Z",
      "arch": "x86_64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/841e1e06aebdcec79acc6542ba27ce743c27d9fa6b242f78ee57ae2187b7fa9f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-16T07:06:25.000Z",
      "arch": "x86_64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/0bfd15e3ea1494afb87e49af931d748a585a1ca83b779e9a9d8f02b6e8ef2d3f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-16T07:10:04.000Z",
      "arch": "aarch64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/7b8fb3177d7078696b4c9daf4446ad46605dc19a55f28a2c1e389f4eedc5d01d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-16T07:06:11.000Z",
      "arch": "x86_64",
      "commit": "00d4db444301ee95ed562232cc08d6f9420f05af",
      "fileid": "https://r2.ropensci.org/fa67b65bdbc6c1239500d181375222fe10fbbd90d77880d07ac2876cc89ef6b0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gitlzg/actions/runs/38864559526"
    }
  ]
}