{
  "_id": "6a1e9cad1d7bb097a0a6ef43",
  "Package": "opencesp",
  "Type": "Package",
  "Title": "Generation and Evaluation of Synthetic Tabular Datasets",
  "Version": "0.4.0",
  "Authors@R": "c(person(given = \"Rémy\",\nfamily = \"Chapelle\",\nemail = \"remy.chapelle@universite-paris-saclay.fr\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0009-0006-3088-0354\")),\nperson(given = \"Centre de recherche en Epidémiologie et Santé des Populations\",\nrole = \"cph\"))",
  "Maintainer": "Rémy Chapelle <remy.chapelle@universite-paris-saclay.fr>",
  "Description": "Various tools developed as part of the Open-CESP (Centre\nde recherche en Epidémiologie et Santé des Populations)\ninitiative to generate and evaluate synthetic datasets for\nstatistical disclosure control. This includes tools to\ninvestigate the risk-utility tradeoff achievable with given\nsynthesis methods, as well as statistical tools to estimate\n(conditional) probability distributions. The main eventual aim\nis to help researchers and statisticians disseminate open\nresearch data.",
  "License": "GPL-3",
  "URL": "https://opencesp.vjf.inserm.fr/en",
  "Encoding": "UTF-8",
  "NeedsCompilation": "yes",
  "RoxygenNote": "8.0.0",
  "Language": "en-US",
  "Packaged": {
    "Date": "2026-06-02 08:58:35 UTC",
    "User": "root"
  },
  "Author": "Rémy Chapelle [aut, cre] (ORCID:\n<https://orcid.org/0009-0006-3088-0354>), Centre de recherche\nen Epidémiologie et Santé des Populations [cph]",
  "Config/pak/sysreqs": "cmake make libicu-dev libx11-dev zlib1g-dev",
  "Repository": "https://rchapelle.r-universe.dev",
  "Date/Publication": "2026-06-01 08:30:09 UTC",
  "RemoteUrl": "https://github.com/cran/opencesp",
  "RemoteRef": "HEAD",
  "RemoteSha": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
  "MD5sum": "25bde1ec1cc9584730435299f319b652",
  "_user": "rchapelle",
  "_type": "src",
  "_file": "opencesp_0.4.0.tar.gz",
  "_fileid": "6eba1711a514aea8757746dbb19b17bf7fde5efd71fa3c5d81a27ee0139bb076",
  "_filesize": 211813,
  "_sha256": "6eba1711a514aea8757746dbb19b17bf7fde5efd71fa3c5d81a27ee0139bb076",
  "_created": "2026-06-02T08:58:35.000Z",
  "_published": "2026-06-02T09:04:45.678Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79035510611,
      "time": 131,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7353381658"
    },
    {
      "job": 79035510660,
      "time": 128,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7353380005"
    },
    {
      "job": 79035510752,
      "time": 144,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7353386889"
    },
    {
      "job": 79035510725,
      "time": 130,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7353381396"
    },
    {
      "job": 79035510710,
      "time": 186,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7353392792"
    },
    {
      "job": 79035510619,
      "time": 297,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7353435062"
    },
    {
      "job": 79035510758,
      "time": 155,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7353380032"
    },
    {
      "job": 79035510634,
      "time": 203,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7353399914"
    },
    {
      "job": 79034915666,
      "time": 204,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7353331854"
    },
    {
      "job": 79035510627,
      "time": 117,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7353375812"
    },
    {
      "job": 79035510655,
      "time": 91,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7353366149"
    },
    {
      "job": 79035510582,
      "time": 93,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7353367677"
    },
    {
      "job": 79035510663,
      "time": 117,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7353375980"
    }
  ],
  "_buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/opencesp",
  "_commit": {
    "id": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
    "author": "Rémy Chapelle <remy.chapelle@universite-paris-saclay.fr>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.4.0\n",
    "time": 1780302609
  },
  "_maintainer": {
    "name": "Rémy Chapelle",
    "email": "remy.chapelle@universite-paris-saclay.fr",
    "login": "rchapelle",
    "description": "",
    "uuid": 178656781
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "cluster",
      "role": "Imports"
    },
    {
      "package": "rpart",
      "role": "Imports"
    },
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "fastmap",
      "role": "Imports"
    },
    {
      "package": "PCAmixdata",
      "role": "Imports"
    },
    {
      "package": "randomForest",
      "role": "Imports"
    },
    {
      "package": "mice",
      "role": "Imports"
    },
    {
      "package": "gbm",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-23",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "0.4.0",
      "date": "2026-06-01"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "rchapelle",
      "count": 1,
      "uuid": 178656781
    }
  ],
  "_userbio": {
    "uuid": 178656781,
    "type": "user",
    "name": "rchapelle"
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/opencesp"
  },
  "_topics": [
    "cpp"
  ],
  "_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/opencesp.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_realowner": "rchapelle",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.4.0",
      "date": "2026-06-01"
    }
  ],
  "_exports": [
    "adaptive_matches_prop",
    "ASDED",
    "avatarize",
    "CCM_RS",
    "CCM_SR",
    "cor_F1",
    "CRM_RS",
    "CRM_SR",
    "dcr",
    "dep_order",
    "GCAP",
    "get_prec",
    "GTCAP",
    "hellinger_distance",
    "impute_rf",
    "ind_blocks",
    "interval_overlap",
    "LCM",
    "matches_prop",
    "mean_hellinger",
    "outlier_coverage",
    "outlier_learning_factor",
    "PCD_cat",
    "PCD_num",
    "pgb",
    "pgb_control",
    "pgb_cvh",
    "pMSE",
    "pMSE_cp",
    "predict_cde_pgb",
    "predict_cde_pgb_raw",
    "resample",
    "round_synth",
    "tsAUC",
    "univ_att_prob"
  ],
  "_help": [
    {
      "page": "opencesp-package",
      "title": "opencesp: Generation and Evaluation of Synthetic Tabular Datasets",
      "topics": [
        "opencesp-package",
        "opencesp"
      ]
    },
    {
      "page": "adaptive_matches_prop",
      "title": "Adaptive proportion of matches",
      "topics": [
        "adaptive_matches_prop"
      ]
    },
    {
      "page": "ASDED",
      "title": "Average squared differences between empirical distributions",
      "topics": [
        "ASDED"
      ]
    },
    {
      "page": "avatarize",
      "title": "Avatarization of a dataset",
      "topics": [
        "avatarize"
      ]
    },
    {
      "page": "CCM_RS",
      "title": "Cross-classification metric in the real-synthetic order",
      "topics": [
        "CCM_RS"
      ]
    },
    {
      "page": "CCM_SR",
      "title": "Cross-classification metric in the synthetic-real order",
      "topics": [
        "CCM_SR"
      ]
    },
    {
      "page": "cor_F1",
      "title": "Membership F1 metric",
      "topics": [
        "cor_F1"
      ]
    },
    {
      "page": "CRM_RS",
      "title": "Cross-regression metric in the real-synthetic order",
      "topics": [
        "CRM_RS"
      ]
    },
    {
      "page": "CRM_SR",
      "title": "Cross-regression metric in the synthetic-real order",
      "topics": [
        "CRM_SR"
      ]
    },
    {
      "page": "dcr",
      "title": "Distance to the closest record",
      "topics": [
        "dcr"
      ]
    },
    {
      "page": "dep_order",
      "title": "Dependency order in a data set",
      "topics": [
        "dep_order"
      ]
    },
    {
      "page": "GCAP",
      "title": "Generalized Correct Attribution Probability (GCAP)",
      "topics": [
        "GCAP"
      ]
    },
    {
      "page": "get_prec",
      "title": "Precision of numeric variables",
      "topics": [
        "get_prec"
      ]
    },
    {
      "page": "GTCAP",
      "title": "Generalized Targeted Correct Attribution Probability (GTCAP)",
      "topics": [
        "GTCAP"
      ]
    },
    {
      "page": "hellinger_distance",
      "title": "Estimated Hellinger distance",
      "topics": [
        "hellinger_distance"
      ]
    },
    {
      "page": "impute_rf",
      "title": "Random-forest imputation",
      "topics": [
        "impute_rf"
      ]
    },
    {
      "page": "ind_blocks",
      "title": "Independent blocks of variables",
      "topics": [
        "ind_blocks"
      ]
    },
    {
      "page": "interval_overlap",
      "title": "Overlap of confidence intervals",
      "topics": [
        "interval_overlap"
      ]
    },
    {
      "page": "LCM",
      "title": "Log-cluster metric",
      "topics": [
        "LCM"
      ]
    },
    {
      "page": "matches_prop",
      "title": "Proportion of matches",
      "topics": [
        "matches_prop"
      ]
    },
    {
      "page": "mean_hellinger",
      "title": "Mean Hellinger distance",
      "topics": [
        "mean_hellinger"
      ]
    },
    {
      "page": "outlier_coverage",
      "title": "Outlier coverage",
      "topics": [
        "outlier_coverage"
      ]
    },
    {
      "page": "outlier_learning_factor",
      "title": "Outlier learning factor",
      "topics": [
        "outlier_learning_factor"
      ]
    },
    {
      "page": "PCD_cat",
      "title": "Pairwise correlation difference adapted for categorical data",
      "topics": [
        "PCD_cat"
      ]
    },
    {
      "page": "PCD_num",
      "title": "Pairwise correlation difference",
      "topics": [
        "PCD_num"
      ]
    },
    {
      "page": "pgb",
      "title": "Parallel gradient boosting",
      "topics": [
        "pgb"
      ]
    },
    {
      "page": "pgb_control",
      "title": "Controls for PGB fits",
      "topics": [
        "pgb_control"
      ]
    },
    {
      "page": "pgb_cvh",
      "title": "Parallel gradient boosting with cross-validation",
      "topics": [
        "pgb_cvh"
      ]
    },
    {
      "page": "pMSE",
      "title": "Propensity score mean-squared error",
      "topics": [
        "pMSE"
      ]
    },
    {
      "page": "pMSE_cp",
      "title": "Heuristics for the complexity parameter of tree-based estimation of propensity scores",
      "topics": [
        "pMSE_cp"
      ]
    },
    {
      "page": "predict_cde_pgb",
      "title": "Predict conditional densities from PGB models",
      "topics": [
        "predict_cde_pgb"
      ]
    },
    {
      "page": "predict_cde_pgb_raw",
      "title": "Piecewise-constant conditional densities from PGB models",
      "topics": [
        "predict_cde_pgb_raw"
      ]
    },
    {
      "page": "predict.pgb",
      "title": "Predict method for PGB models",
      "topics": [
        "predict.pgb"
      ]
    },
    {
      "page": "resample",
      "title": "Sample conditionally on vector length",
      "topics": [
        "resample"
      ]
    },
    {
      "page": "round_synth",
      "title": "Round synthetic numeric variables to the precision observed in the original data",
      "topics": [
        "round_synth"
      ]
    },
    {
      "page": "tsAUC",
      "title": "ts-AUC",
      "topics": [
        "tsAUC"
      ]
    },
    {
      "page": "univ_att_prob",
      "title": "Univariate correct attribution probability",
      "topics": [
        "univ_att_prob"
      ]
    }
  ],
  "_readme": "https://github.com/cran/opencesp/raw/HEAD/README.md",
  "_rundeps": [
    "backports",
    "bit",
    "bit64",
    "boot",
    "broom",
    "cli",
    "clipr",
    "cluster",
    "codetools",
    "cpp11",
    "crayon",
    "dplyr",
    "fastmap",
    "forcats",
    "foreach",
    "generics",
    "glmnet",
    "glue",
    "haven",
    "hms",
    "iterators",
    "jomo",
    "lattice",
    "lifecycle",
    "lme4",
    "magrittr",
    "MASS",
    "Matrix",
    "mice",
    "minqa",
    "mitml",
    "nlme",
    "nloptr",
    "nnet",
    "numDeriv",
    "ordinal",
    "pan",
    "PCAmixdata",
    "pillar",
    "pkgconfig",
    "prettyunits",
    "progress",
    "purrr",
    "R6",
    "randomForest",
    "rbibutils",
    "Rcpp",
    "RcppEigen",
    "Rdpack",
    "readr",
    "reformulas",
    "rlang",
    "rpart",
    "shape",
    "stringi",
    "stringr",
    "survival",
    "tibble",
    "tidyr",
    "tidyselect",
    "tzdb",
    "ucminf",
    "utf8",
    "vctrs",
    "vroom",
    "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": 1.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "opencesp",
  "_universes": [
    "rchapelle"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.4.0",
      "date": "2026-06-02T09:01:01.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "7ef5e9601dc699618f3c67357fd7b3d6f354b19ef445c7ff6179064e069e3b89",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.4.0",
      "date": "2026-06-02T09:00:53.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "0076b8aaf86ae13b3e146c31387f09ba44bb6ffebfd830ccac2e7ee36d506401",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.4.0",
      "date": "2026-06-02T09:01:17.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "b2afa5507d7ec55c5fa895753f90a6b901dec62855db71e2895754f775376c5a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.4.0",
      "date": "2026-06-02T09:00:59.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "95bc31e450095b4138882ac71687744312719d5d0781487b14daa12cf2b12d64",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.4.0",
      "date": "2026-06-02T09:01:27.000Z",
      "arch": "aarch64",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "52ff7a42dfcb45a512b9d88307f0bd67cd4ddfb8b50f3cd8f0ad2fe4ad9f500b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.4.0",
      "date": "2026-06-02T09:02:59.000Z",
      "arch": "x86_64",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "fd56ef2041177a095d5f2f5361550dea9b8c4f4565a694b722943f28d49980b4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.4.0",
      "date": "2026-06-02T09:00:53.000Z",
      "arch": "aarch64",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "db46fb529a6bb5f51840285896cd82f1e6c7855e470a0026848a5b43301d82a8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.4.0",
      "date": "2026-06-02T09:01:37.000Z",
      "arch": "x86_64",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "c1de9f3ab21bee30d84dc962ada9349686d12398ec74148c00214810de20cf42",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.4.0",
      "date": "2026-06-02T09:01:02.000Z",
      "arch": "emscripten",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "5e4655d765324324341bc7d3efba93fb6deb23a13692926318838bde62f58314",
      "status": "success",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.4.0",
      "date": "2026-06-02T09:00:04.000Z",
      "arch": "x86_64",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "128417da6d6b3b1ad1cf21a24f45d2f19bb2760cec0e7fe94ae7a0cd53ecddf8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.4.0",
      "date": "2026-06-02T09:00:06.000Z",
      "arch": "x86_64",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "dbba811a45eb206529fe9696e1c44415d6f36a0ca0da1bdf7db748b3b41c0a51",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.4.0",
      "date": "2026-06-02T09:00:19.000Z",
      "arch": "x86_64",
      "commit": "0d6fed2d6cbd31c59463f7e80d98b52fa3af824b",
      "fileid": "49b9c2dc39a543d9f15978ba9043064b307baf794957dd3472f7734806022d60",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rchapelle/actions/runs/26809336065"
    }
  ]
}