{ "_id": "6acdfed5a14063b82c3ae2ed", "Package": "modgo", "Type": "Package", "Title": "Mock Data Generation", "Version": "1.1.0", "Date": "2026-06-04", "Maintainer": "George Koliopanos ", "Description": "Generation of mock data from a real dataset using rank\nnormal inverse transformation.", "Author": "Andreas Ziegler [aut], Francisco Miguel Echevarria [aut, ctb],\nGeorge Koliopanos [aut, cre]", "Authors@R": "c(person(given = \"Andreas\",\nfamily = \"Ziegler\",\nrole = \"aut\"),\nperson(given = c(\"Francisco\", \"Miguel\"),\nfamily = \"Echevarria\",\nrole = c(\"aut\", \"ctb\")),\nperson(given = \"George\",\nfamily = \"Koliopanos\",\nrole = c(\"aut\", \"cre\"),\nemail = \"george.koliopanos@cardio-care.ch\"))", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "License": "GPL (>= 3)", "URL": "https://github.com/GeorgeKoliopanos/modgo", "BugReports": "https://github.com/GeorgeKoliopanos/modgo/issues", "Config/roxygen2/version": "8.0.0", "Config/pak/sysreqs": "cmake make libicu-dev", "Repository": "https://georgekoliopanos.r-universe.dev", "Date/Publication": "2026-06-15 08:23:44 UTC", "RemoteUrl": "https://github.com/georgekoliopanos/modgo", "RemoteRef": "HEAD", "RemoteSha": "8ac5c1f01bb15dd471524b7db9087d8d19446554", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-13 09:43:50 UTC", "User": "root" }, "_user": "georgekoliopanos", "_type": "src", "_file": "modgo_1.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/a290f217bd5d191fe490a222750536108e171d97de78db4da3439de80731c933", "_filesize": 13224091, "_sha256": "a290f217bd5d191fe490a222750536108e171d97de78db4da3439de80731c933", "_expires": "2027-01-21T09:50:11.000Z", "_created": "2026-10-13T09:43:50.000Z", "_published": "2026-10-13T09:50:13.662Z", "_buildurl": "https://github.com/r-universe/georgekoliopanos/actions/runs/38377877671", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 115232652987, "time": 137, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "11802286618" }, { "job": 115232653211, "time": 157, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "11802371208" }, { "job": 115232653155, "time": 202, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "11802088066" }, { "job": 115232653151, "time": 221, "config": "macos-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "11802272106" }, { "job": 115230858361, "time": 271, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11802540360" }, { "job": 115232653009, "time": 107, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11802306492" }, { "job": 115232653087, "time": 146, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "11803020351" }, { "job": 115232653154, "time": 124, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "11802162126" }, { "job": 115232653091, "time": 117, "config": "windows-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "11802765750" } ], "_upstream": "https://github.com/georgekoliopanos/modgo", "_commit": { "id": "8ac5c1f01bb15dd471524b7db9087d8d19446554", "author": "GeorgeKoliopanos <103994019+GeorgeKoliopanos@users.noreply.github.com>", "committer": "GitHub ", "message": "Add files via upload\n\nv1.1.0 CRAN version", "time": 1781511824 }, "_maintainer": { "name": "George Koliopanos", "email": "george.koliopanos@cardio-care.ch", "login": "georgekoliopanos", "description": "", "uuid": 103994019 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1", "role": "Depends" }, { "package": "ggplot2", "version": ">= 3.4.0", "role": "Imports" }, { "package": "patchwork", "version": ">= 1.1.2", "role": "Imports" }, { "package": "wesanderson", "version": ">= 0.3.6.9000", "role": "Imports" }, { "package": "Matrix", "version": ">= 1.6.1.1", "role": "Imports" }, { "package": "ggcorrplot", "version": ">= 0.1.4.1", "role": "Imports" }, { "package": "gridExtra", "version": ">= 2.3", "role": "Imports" }, { "package": "psych", "version": ">= 2.2.9", "role": "Imports" }, { "package": "GLDEX", "version": ">= 2.0.0.9.2", "role": "Imports" }, { "package": "MASS", "version": ">= 7.3", "role": "Imports" }, { "package": "gp", "version": ">= 1.0", "role": "Imports" }, { "package": "wCorr", "role": "Imports" }, { "package": "survey", "version": ">= 4.5", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "survival", "role": "Suggests" } ], "_owner": "georgekoliopanos", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-45", "n": 1 }, { "week": "2026-06", "n": 1 }, { "week": "2026-11", "n": 1 }, { "week": "2026-22", "n": 3 }, { "week": "2026-25", "n": 1 } ], "_tags": [], "_stars": 1, "_contributors": [ { "user": "georgekoliopanos", "count": 39, "uuid": 103994019 }, { "user": "fojeda-work", "count": 13, "uuid": 59966107 } ], "_userbio": { "uuid": 103994019, "type": "user", "name": "GeorgeKoliopanos", "followers": 2 }, "_downloads": { "count": 401, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/modgo" }, "_devurl": "https://github.com/georgekoliopanos/modgo", "_searchresults": 6, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/modgo.html", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_homeurl": "https://github.com/georgekoliopanos/modgo", "_realowner": "georgekoliopanos", "_cranurl": true, "_releases": [ { "version": "1.0.1", "date": "2024-09-11" }, { "version": "1.1.0", "date": "2026-06-04" } ], "_exports": [ "checkArguments", "checkArguments_svy", "corr_plots", "distr_plots", "general_transform_inv", "generalizedMatrix", "modgo", "modgo_survival", "modgo_svy", "multicenter_comb", "rbi_normal_transform", "rbi_normal_transform_inv", "rbi_normal_transform_inv_svy", "rbi_normal_transform_svy" ], "_datasets": [ { "name": "Cleveland", "title": "Cleveland Dataset ('Cleveland')", "object": "Cleveland", "file": "Cleveland.RData", "class": [ "data.frame" ], "fields": [ "Age", "Sex", "Chestpaintype", "RestingBP", "Cholsterol", "HighFastBloodSugar", "RestingECG", "MaxHeartRate", "ExInducedAngina", "STDepression", "CAD" ], "rows": 303, "table": true, "tojson": true } ], "_help": [ { "page": "checkArguments", "title": "Check Arguments", "topics": [ "checkArguments" ] }, { "page": "checkArguments_svy", "title": "Check Arguments", "topics": [ "checkArguments_svy" ] }, { "page": "Cleveland", "title": "Cleveland Dataset (`Cleveland`)", "topics": [ "Cleveland" ] }, { "page": "corr_plots", "title": "Plots correlation matrix of original and simulated data", "topics": [ "corr_plots" ] }, { "page": "distr_plots", "title": "Plots distribution of original and simulated data", "topics": [ "distr_plots" ] }, { "page": "general_transform_inv", "title": "Inverse gldex transformation", "topics": [ "general_transform_inv" ] }, { "page": "generalizedMatrix", "title": "Generalized Lambda and Poisson preparation", "topics": [ "generalizedMatrix" ] }, { "page": "generate_simulated_data", "title": "Generate new data set by using previous correlation matrix", "topics": [ "generate_simulated_data" ] }, { "page": "generate_simulated_data_svy", "title": "Invert rank-based inverse normal transformation to obtain simulated data", "topics": [ "generate_simulated_data_svy" ] }, { "page": "Inverse_transformation_variables", "title": "Inverse transform variables", "topics": [ "Inverse_transformation_variables" ] }, { "page": "modgo", "title": "MOck Data GeneratiOn", "topics": [ "modgo" ] }, { "page": "modgo_survival", "title": "MOck Data GeneratiOn", "topics": [ "modgo_survival" ] }, { "page": "modgo_svy", "title": "MOck Data GeneratiOn for sample surveys", "topics": [ "modgo_svy" ] }, { "page": "multicenter_comb", "title": "Modgo multi-studies", "topics": [ "multicenter_comb" ] }, { "page": "rbi_normal_transform", "title": "Rank-based inverse normal transformation", "topics": [ "rbi_normal_transform" ] }, { "page": "rbi_normal_transform_inv", "title": "Inverse of rank-based inverse normal transformation", "topics": [ "rbi_normal_transform_inv" ] }, { "page": "rbi_normal_transform_inv_svy", "title": "Inverse of rank-based inverse normal transformation", "topics": [ "rbi_normal_transform_inv_svy" ] }, { "page": "rbi_normal_transform_svy", "title": "Rank-based inverse normal transformation for sample surveys", "topics": [ "rbi_normal_transform_svy" ] }, { "page": "Sigma_calculation", "title": "Calculate Sigma with the help of polychoric and polyserial functions", "topics": [ "Sigma_calculation" ] }, { "page": "Sigma_calculation_svy", "title": "Calculate Sigma with the help of wCorr::weightedCorr function", "topics": [ "Sigma_calculation_svy" ] }, { "page": "Sigma_transformation", "title": "Correlation of transformed variables", "topics": [ "Sigma_transformation" ] }, { "page": "Sigma_transformation_svy", "title": "Correlation of transformed variables", "topics": [ "Sigma_transformation_svy" ] } ], "_readme": "https://github.com/georgekoliopanos/modgo/raw/HEAD/README.md", "_rundeps": [ "cli", "cluster", "corpcor", "cpp11", "DBI", "farver", "ggcorrplot", "ggplot2", "GLDEX", "glue", "gp", "GPArotation", "gridExtra", "gtable", "isoband", "labeling", "lattice", "lifecycle", "magrittr", "MASS", "Matrix", "minqa", "mitools", "mnormt", "mvtnorm", "nlme", "numDeriv", "patchwork", "plyr", "psych", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppParallel", "reshape2", "Rfast", "rlang", "RNGforGPD", "S7", "scales", "spacefillr", "stringi", "stringr", "survey", "survival", "vctrs", "viridisLite", "wCorr", "wesanderson", "withr", "zigg" ], "_vignettes": [ { "source": "modgo_vignette.Rmd", "filename": "modgo_vignette.html", "title": "Modgo simulation", "engine": "knitr::rmarkdown", "headings": [ "1. Default modgo simulation", "2. Expansions", "2.1 Selection by thresholds of variables", "2.2 Perturbation analysis - Unchanged variance", "3. Generalized lambda modgo simulation", "4. Survival example", "References" ], "created": "2024-02-21 12:13:20", "modified": "2024-02-25 10:18:40", "commits": 2 } ], "_score": 4.3979400086720375, "_indexed": true, "_nocasepkg": "modgo", "_universes": [ "georgekoliopanos" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.0", "date": "2026-10-13T09:46:04.000Z", "distro": "resolute", "commit": "8ac5c1f01bb15dd471524b7db9087d8d19446554", "fileid": "https://r2.ropensci.org/9db0be55b513f955dc8e876f26de15f47df0f0e443b3c1ebf85b960a9210dbe1", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/georgekoliopanos/actions/runs/38377877671" }, { "r": "4.6.1", "os": "linux", "version": "1.1.0", "date": "2026-10-13T09:46:07.000Z", "distro": "resolute", "commit": "8ac5c1f01bb15dd471524b7db9087d8d19446554", "fileid": "https://r2.ropensci.org/8192e7c13ca6dd412d21ae96625bd24d55595d00aeeb6719999c54f62c7bf98b", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/georgekoliopanos/actions/runs/38377877671" }, { "r": "4.5.3", "os": "mac", "version": "1.1.0", "date": "2026-10-13T09:47:40.000Z", "commit": "8ac5c1f01bb15dd471524b7db9087d8d19446554", "fileid": "https://r2.ropensci.org/16ca25e99cb408688b6c92855424b8a683a9d574decea1619847f8e56fa64660", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/georgekoliopanos/actions/runs/38377877671" }, { "r": "4.6.1", "os": "mac", "version": "1.1.0", "date": "2026-10-13T09:48:20.000Z", "commit": "8ac5c1f01bb15dd471524b7db9087d8d19446554", "fileid": "https://r2.ropensci.org/4ef68746e266d0cb5b76cdb1c09fa98fe0b8eb00350ed89047c95ec5d837765f", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/georgekoliopanos/actions/runs/38377877671" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.0", "date": "2026-10-13T09:46:04.000Z", "commit": "8ac5c1f01bb15dd471524b7db9087d8d19446554", "fileid": "https://r2.ropensci.org/a1da64f99c432c3936c436cfff3febebe4c8b2d73594e456300cde0a0bdf6ed4", "status": "success", "buildurl": "https://github.com/r-universe/georgekoliopanos/actions/runs/38377877671" }, { "r": "4.7.0", "os": "win", "version": "1.1.0", "date": "2026-10-13T09:45:48.000Z", "commit": "8ac5c1f01bb15dd471524b7db9087d8d19446554", "fileid": "https://r2.ropensci.org/0b14d839ba5ed1ba4e4403a1b28dbf7e57214b1294ff3caf6eda778c139f08bb", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/georgekoliopanos/actions/runs/38377877671" }, { "r": "4.5.3", "os": "win", "version": "1.1.0", "date": "2026-10-13T09:45:24.000Z", "commit": "8ac5c1f01bb15dd471524b7db9087d8d19446554", "fileid": "https://r2.ropensci.org/74304bd721652338d00a2ed6c6bfa93758d8d10c3dddbd7892497a789fa61e2d", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/georgekoliopanos/actions/runs/38377877671" }, { "r": "4.6.1", "os": "win", "version": "1.1.0", "date": "2026-10-13T09:45:19.000Z", "commit": "8ac5c1f01bb15dd471524b7db9087d8d19446554", "fileid": "https://r2.ropensci.org/e99f868d7f379e7bef452ecf2e9a77f9cce52970d11f4ec59f07db6ef792fa9f", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/georgekoliopanos/actions/runs/38377877671" } ] }