{
  "_id": "6a169830acfb0bcc41d7cd9e",
  "Package": "sim2Dpredictr",
  "Title": "Simulate Outcomes Using Spatially Dependent Design Matrices",
  "Version": "0.1.1",
  "Authors@R": "person(\"Justin\", \"Leach\", email = \"jleach@uab.edu\", role = c(\"aut\", \"cre\", \"cph\"))",
  "Description": "Provides tools for simulating spatially dependent\npredictors (continuous or binary), which are used to generate\nscalar outcomes in a (generalized) linear model framework.\nContinuous predictors are generated using traditional\nmultivariate normal distributions or Gauss Markov random fields\nwith several correlation function approaches (e.g., see Rue\n(2001) <doi:10.1111/1467-9868.00288> and Furrer and Sain (2010)\n<doi:10.18637/jss.v036.i10>), while binary predictors are\ngenerated using a Boolean model (see Cressie and Wikle (2011,\nISBN: 978-0-471-69274-4)). Parameter vectors exhibiting spatial\nclustering can also be easily specified by the user.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "RdMacros": "Rdpack",
  "RoxygenNote": "7.2.3",
  "URL": "https://github.com/jmleach-bst/sim2Dpredictr",
  "BugReports": "https://github.com/jmleach-bst/sim2Dpredictr",
  "Repository": "https://jmleach-bst.r-universe.dev",
  "Date/Publication": "2024-02-29 18:39:07 UTC",
  "RemoteUrl": "https://github.com/jmleach-bst/sim2dpredictr",
  "RemoteRef": "HEAD",
  "RemoteSha": "339a4aef8ec18c2e3e398e05c9ee4c6c410b2af1",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-27 07:04:20 UTC",
    "User": "root"
  },
  "Author": "Justin Leach [aut, cre, cph]",
  "Maintainer": "Justin Leach <jleach@uab.edu>",
  "MD5sum": "3c3063cada8e2fff558bb8c349abf820",
  "_user": "jmleach-bst",
  "_type": "src",
  "_file": "sim2Dpredictr_0.1.1.tar.gz",
  "_fileid": "63c2b9c1de79ce1eaccb15e73fbe533d69b34a0250e9d9f8447212179b4382a8",
  "_filesize": 381779,
  "_sha256": "63c2b9c1de79ce1eaccb15e73fbe533d69b34a0250e9d9f8447212179b4382a8",
  "_created": "2026-05-27T07:04:20.000Z",
  "_published": "2026-05-27T07:07:28.782Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78025071205,
      "time": 139,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7234018241"
    },
    {
      "job": 78025071203,
      "time": 136,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7234018009"
    },
    {
      "job": 78025071233,
      "time": 155,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7234016370"
    },
    {
      "job": 78025071214,
      "time": 131,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7234010991"
    },
    {
      "job": 78024640676,
      "time": 185,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7233978982"
    },
    {
      "job": 78025071218,
      "time": 101,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7234007686"
    },
    {
      "job": 78025071227,
      "time": 80,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7234001809"
    },
    {
      "job": 78025071229,
      "time": 96,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7234006050"
    },
    {
      "job": 78025071273,
      "time": 92,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7234005064"
    }
  ],
  "_buildurl": "https://github.com/r-universe/jmleach-bst/actions/runs/26496108721",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/jmleach-bst/sim2dpredictr",
  "_commit": {
    "id": "339a4aef8ec18c2e3e398e05c9ee4c6c410b2af1",
    "author": "Leach <jleach@uab.edu>",
    "committer": "Leach <jleach@uab.edu>",
    "message": "Compiled under R version 4.3.2.\n",
    "time": 1709231947
  },
  "_maintainer": {
    "name": "Justin Leach",
    "email": "jleach@uab.edu",
    "login": "jmleach-bst",
    "linkedin": "in/justin-leach-bst",
    "description": "Assistant Professor of Biostatistics",
    "uuid": 59574190
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "Rdpack",
      "role": "Imports"
    },
    {
      "package": "spam",
      "version": ">= 2.2-0",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "matrixcalc",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "V8",
      "role": "Suggests"
    }
  ],
  "_owner": "jmleach-bst",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "jmleach-bst",
      "count": 98,
      "uuid": 59574190
    }
  ],
  "_userbio": {
    "uuid": 59574190,
    "type": "user",
    "name": "Justin M Leach",
    "description": "Assistant Professor of Biostatistics"
  },
  "_downloads": {
    "count": 136,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/sim2Dpredictr"
  },
  "_devurl": "https://github.com/jmleach-bst/sim2dpredictr",
  "_searchresults": 2,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/sim2Dpredictr.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/jmleach-bst/sim2dpredictr",
  "_realowner": "jmleach-bst",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2020-03-14"
    },
    {
      "version": "0.1.1",
      "date": "2023-04-03"
    }
  ],
  "_exports": [
    "beta_builder",
    "chol_s2Dp",
    "classify_multiclass",
    "corr_fun",
    "correlation_builder",
    "generate_grid",
    "generate_multinom_probs",
    "inf_2D_image",
    "neighbors_by_dist",
    "precision_builder",
    "proximity_builder",
    "sample_FP_Power",
    "sim_MVN_X",
    "sim_Y_Binary_X",
    "sim_Y_MVN_X",
    "sim2D_binarymap",
    "sim2D_RandSet_HPPP",
    "within_area"
  ],
  "_help": [
    {
      "page": "beta_builder",
      "title": "Create a Parameter Vector from Lattice Locations",
      "topics": [
        "beta_builder"
      ]
    },
    {
      "page": "chol_s2Dp",
      "title": "Build and Take the Cholesky Decomposition of a Covariance Matrix",
      "topics": [
        "chol_s2Dp"
      ]
    },
    {
      "page": "classify_multiclass",
      "title": "Classify subjects based on predicted probabilities for each class",
      "topics": [
        "classify_multiclass"
      ]
    },
    {
      "page": "corr_fun",
      "title": "Specify the Correlation Function between Two Locations",
      "topics": [
        "corr_fun"
      ]
    },
    {
      "page": "correlation_builder",
      "title": "Build a Correlation Matrix for 2D Spatial Data",
      "topics": [
        "correlation_builder"
      ]
    },
    {
      "page": "generate_grid",
      "title": "Convert a 2D Space to Grid Coordinates",
      "topics": [
        "generate_grid"
      ]
    },
    {
      "page": "generate_multinom_probs",
      "title": "Generate Probabilities for Multinomial Draws",
      "topics": [
        "generate_multinom_probs"
      ]
    },
    {
      "page": "inf_2D_image",
      "title": "Display Inference Results for 2D Predictors",
      "topics": [
        "inf_2D_image"
      ]
    },
    {
      "page": "make_rejection",
      "title": "Determine rejections",
      "topics": [
        "make_rejection"
      ]
    },
    {
      "page": "neighbors_by_dist",
      "title": "Determine and store neighbors by Euclidean Distance Constraints",
      "topics": [
        "neighbors_by_dist"
      ]
    },
    {
      "page": "precision_builder",
      "title": "Construct a Precision Matrix",
      "topics": [
        "precision_builder"
      ]
    },
    {
      "page": "proximity_builder",
      "title": "Generate a Proximity Matrix",
      "topics": [
        "proximity_builder"
      ]
    },
    {
      "page": "sample_FP_Power",
      "title": "Obtain Sample False Positive Rates and Power",
      "topics": [
        "sample_FP_Power"
      ]
    },
    {
      "page": "sim_MVN_X",
      "title": "Simulate Spatially Correlated MVN Data",
      "topics": [
        "sim_MVN_X"
      ]
    },
    {
      "page": "sim_Y_Binary_X",
      "title": "Simulate Scalar Outcomes from Simulated Spatially Dependent Binary Predictors",
      "topics": [
        "sim_Y_Binary_X"
      ]
    },
    {
      "page": "sim_Y_MVN_X",
      "title": "Simulate Scalar Outcomes from Simulated Spatially Correlated Predictors",
      "topics": [
        "sim_Y_MVN_X"
      ]
    },
    {
      "page": "sim2D_binarymap",
      "title": "Generate a Binary Map via the Boolean Method",
      "topics": [
        "sim2D_binarymap"
      ]
    },
    {
      "page": "sim2D_RandSet_HPPP",
      "title": "Generate a Random Set Using a Poisson Process and Random Radii About Events",
      "topics": [
        "sim2D_RandSet_HPPP"
      ]
    },
    {
      "page": "within_area",
      "title": "Determine Whether Lattice Points are Within or Without a Random Set",
      "topics": [
        "within_area"
      ]
    }
  ],
  "_readme": "https://github.com/jmleach-bst/sim2dpredictr/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "dotCall64",
    "dplyr",
    "generics",
    "glue",
    "lifecycle",
    "magrittr",
    "MASS",
    "matrixcalc",
    "pillar",
    "pkgconfig",
    "R6",
    "rbibutils",
    "Rcpp",
    "Rdpack",
    "rlang",
    "spam",
    "tibble",
    "tidyselect",
    "utf8",
    "vctrs",
    "withr"
  ],
  "_score": 2.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "sim2dpredictr",
  "_universes": [
    "jmleach-bst"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-27T07:06:32.000Z",
      "distro": "noble",
      "commit": "339a4aef8ec18c2e3e398e05c9ee4c6c410b2af1",
      "fileid": "23bc4736471d9d190eecfa8a61b138cd7a4b120def9adb21a65637791c11d7e6",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jmleach-bst/actions/runs/26496108721"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-27T07:06:26.000Z",
      "distro": "noble",
      "commit": "339a4aef8ec18c2e3e398e05c9ee4c6c410b2af1",
      "fileid": "7e2e6b9d06102a6b610c0faafd93e44f397cab6dd5df00ff40a0e9858d4a0331",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jmleach-bst/actions/runs/26496108721"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-27T07:06:25.000Z",
      "commit": "339a4aef8ec18c2e3e398e05c9ee4c6c410b2af1",
      "fileid": "098bce07167019aa5e7ed169d46fae6de99cb6340575aaf65b6b6c809a84b884",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jmleach-bst/actions/runs/26496108721"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-27T07:06:13.000Z",
      "commit": "339a4aef8ec18c2e3e398e05c9ee4c6c410b2af1",
      "fileid": "c22f8b254f71e634765cbebbdc75186f16fb1fcaa71d04100cccc64984163475",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jmleach-bst/actions/runs/26496108721"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.1",
      "date": "2026-05-27T07:06:19.000Z",
      "commit": "339a4aef8ec18c2e3e398e05c9ee4c6c410b2af1",
      "fileid": "04e34a8074bb962affef65cf83d868ea2a202c2fbff903392e9e085acb339866",
      "status": "success",
      "buildurl": "https://github.com/r-universe/jmleach-bst/actions/runs/26496108721"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-27T07:05:31.000Z",
      "commit": "339a4aef8ec18c2e3e398e05c9ee4c6c410b2af1",
      "fileid": "73ffb02432d10a3e79f8e08e5b3a733fb6d9bfb2d46db3d78d18821c607eb385",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jmleach-bst/actions/runs/26496108721"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-27T07:05:38.000Z",
      "commit": "339a4aef8ec18c2e3e398e05c9ee4c6c410b2af1",
      "fileid": "7e6b48edb43965868ed81ce5bb1c1a7feef9735dbaaf410217ed8fa4ca491484",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jmleach-bst/actions/runs/26496108721"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-27T07:05:34.000Z",
      "commit": "339a4aef8ec18c2e3e398e05c9ee4c6c410b2af1",
      "fileid": "8fa416f12cbda649480bd8584824b72a5cb182d5e8fdf6168d7a2b929f73f93f",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jmleach-bst/actions/runs/26496108721"
    }
  ]
}