{ "_id": "6ad0b51db0a1b4b4099d7239", "Package": "dda", "Type": "Package", "Title": "Direction Dependence Analysis", "Version": "0.2.0", "License": "MIT + file LICENSE", "Authors@R": "c(\nperson(\"Wolfgang\", \"Wiedermann\", email = \"wiedermannw@missouri.edu\",\nrole = c(\"aut\", \"cre\")),\nperson(\"Megan\", \"Hirni\", email = \"mj.hirni@missouri.edu\", role = \"aut\")\n)", "Maintainer": "Wolfgang Wiedermann ", "Description": "A collection of tests to analyze the causal direction of\ndependence in linear models (Wiedermann, W., & von Eye, A.,\n2025, ISBN: 9781009381390). The package includes functions to\nperform Direction Dependence Analysis for variable\ndistributions, residual distributions, and independence\nproperties of predictors and residuals in competing causal\nmodels. In addition, the package contains functions to test the\ncausal direction of dependence in conditional models (i.e.,\nmodels with interaction terms). For more information see\n.", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "URL": "https://github.com/wwiedermann/dda", "NeedsCompilation": "no", "Author": "Wolfgang Wiedermann [aut, cre], Megan Hirni [aut]", "BugReports": "https://github.com/wwiedermann/dda/issues", "Config/pak/sysreqs": "libgsl0-dev libicu-dev", "Repository": "https://hirnia.r-universe.dev", "Date/Publication": "2026-09-15 13:31:22 UTC", "RemoteUrl": "https://github.com/hirnia/dda_archive", "RemoteRef": "HEAD", "RemoteSha": "550b3921997b443cf274a462bd7634eaacee3ab8", "Packaged": { "Date": "2026-10-15 11:07:38 UTC", "User": "root" }, "_user": "hirnia", "_type": "src", "_file": "dda_0.2.0.tar.gz", "_fileid": "https://r2.ropensci.org/e4678d7ea777a8f8b4c494654053cade64865affc6affdb192df61105b2153ad", "_filesize": 304785, "_sha256": "e4678d7ea777a8f8b4c494654053cade64865affc6affdb192df61105b2153ad", "_expires": "2027-01-23T11:12:27.000Z", "_created": "2026-10-15T11:07:38.000Z", "_published": "2026-10-15T11:12:29.472Z", "_buildurl": "https://github.com/r-universe/hirnia/actions/runs/38724718352", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116389056974, "time": 251, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "11968146672" }, { "job": 116389056901, "time": 203, "config": "linux-release-x86_64", "r": "4.6.1", "check": "ERROR", "artifact": "11967417511" }, { "job": 116389056995, "time": 230, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "ERROR", "artifact": "11968171606" }, { "job": 116389057026, "time": 177, "config": "macos-release-arm64", "r": "4.6.1", "check": "ERROR", "artifact": "11967846597" }, { "job": 116387724622, "time": 201, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11968095830" }, { "job": 116389056816, "time": 174, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11968481253" }, { "job": 116389057089, "time": 202, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "11967682418" }, { "job": 116389056898, "time": 125, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "ERROR", "artifact": "11967986289" }, { "job": 116389057063, "time": 121, "config": "windows-release-x86_64", "r": "4.6.1", "check": "ERROR", "artifact": "11968131170" } ], "_upstream": "https://github.com/hirnia/dda_archive", "_commit": { "id": "550b3921997b443cf274a462bd7634eaacee3ab8", "author": "Megan Hirni ", "committer": "Megan Hirni ", "message": "Updated changes, last bag fixes\n", "time": 1789479082 }, "_maintainer": { "name": "Wolfgang Wiedermann", "email": "wiedermannw@missouri.edu", "login": "wwiedermann", "description": "", "uuid": 181511137 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "boot", "role": "Imports" }, { "package": "dccpp", "role": "Imports" }, { "package": "dHSIC", "role": "Imports" }, { "package": "energy", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "interactions", "role": "Imports" }, { "package": "lmtest", "role": "Imports" }, { "package": "mblm", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "moments", "role": "Imports" }, { "package": "RobustLinearReg", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "devtools", "role": "Suggests" }, { "package": "doParallel", "role": "Suggests" }, { "package": "harmonicmeanp", "role": "Suggests" }, { "package": "iterators", "role": "Suggests" }, { "package": "spelling", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "waldo", "role": "Suggests" } ], "_owner": "hirnia", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-44", "n": 6 }, { "week": "2025-45", "n": 9 }, { "week": "2025-46", "n": 9 }, { "week": "2026-21", "n": 3 }, { "week": "2026-22", "n": 7 }, { "week": "2026-27", "n": 2 }, { "week": "2026-30", "n": 1 }, { "week": "2026-35", "n": 4 }, { "week": "2026-36", "n": 9 }, { "week": "2026-38", "n": 1 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "hirnia", "count": 210, "uuid": 163319503 }, { "user": "wwiedermann", "count": 28, "uuid": 181511137 } ], "_userbio": { "uuid": 163319503, "type": "user", "name": "Megan Hirni", "followers": 12, "description": "Statistics, Measurement, and Evaluation in Education Graduate Student (ABD) at the University of Missouri" }, "_downloads": { "count": 318, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/dda" }, "_devurl": "https://github.com/wwiedermann/dda", "_searchresults": 8, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/dda.html", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_homeurl": "https://github.com/hirnia/dda_archive", "_realowner": "hirnia", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2025-03-04" }, { "version": "0.1.1", "date": "2025-11-14" } ], "_exports": [ "cdda.indep", "cdda.vardist", "dda.bagging", "dda.indep", "dda.resdist", "dda.vardist", "print_ols_summary", "summary_ols" ], "_help": [ { "page": "cdda.indep", "title": "Conditional Direction Dependence Analysis: Independence Properties", "topics": [ "cdda.indep", "plot.cdda.indep", "print.cdda.indep", "summary.cdda.indep" ] }, { "page": "cdda.vardist", "title": "Conditional Directional Dependence Analysis: Variable Distributions", "topics": [ "cdda.vardist", "plot.cdda.vardist", "print.cdda.vardist", "summary.cdda.vardist" ] }, { "page": "dda.bagging", "title": "Bootstrap Aggregated Direction Dependence Analysis (DDA)", "topics": [ "dda.bagging" ] }, { "page": "dda.decisions", "title": "Model Selection Decisions for a Fitted DDA Object", "topics": [ "dda.decisions" ] }, { "page": "dda.indep", "title": "Direction Dependence Analysis: Independence Properties", "topics": [ "dda.indep", "print.dda.indep" ] }, { "page": "dda.resdist", "title": "Direction Dependence Analysis: Residual Distributions", "topics": [ "dda.resdist", "print.dda.resdist" ] }, { "page": "dda.vardist", "title": "Direction Dependence Analysis: Variable Distributions", "topics": [ "dda.vardist", "print.dda.vardist" ] }, { "page": "print.dda_bagging", "title": "Print Methods for Bootstrap Aggregated DDA Objects", "topics": [ "print.dda_bagging_indep", "print.dda_bagging_resdist", "print.dda_bagging_vardist", "print_ols_summary" ] }, { "page": "summary_ols", "title": "Print Summary for OLS Models of Bootstrap Aggregated DDA Objects", "topics": [ "summary_ols" ] }, { "page": "summary.dda_bagging", "title": "Summary Methods for Bootstrap Aggregated DDA Objects", "topics": [ "summary.dda_bagging_indep", "summary.dda_bagging_resdist", "summary.dda_bagging_vardist" ] } ], "_readme": "https://github.com/hirnia/dda_archive/raw/HEAD/README.md", "_rundeps": [ "backports", "boot", "broom", "broom.mixed", "cli", "coda", "codetools", "cpp11", "dccpp", "dHSIC", "digest", "dplyr", "energy", "farver", "forcats", "furrr", "future", "generics", "ggplot2", "globals", "glue", "gsl", "gtable", "interactions", "isoband", "jtools", "labeling", "lattice", "lifecycle", "listenv", "lmtest", "magrittr", "mblm", "moments", "nlme", "pander", "parallelly", "pillar", "pkgconfig", "purrr", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "rlang", "RobustLinearReg", "S7", "sandwich", "scales", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "utf8", "vctrs", "viridisLite", "withr", "zoo" ], "_score": 3.6989700043360187, "_indexed": true, "_nocasepkg": "dda", "_universes": [ "hirnia", "wwiedermann" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.0", "date": "2026-10-15T11:10:43.000Z", "distro": "resolute", "commit": "550b3921997b443cf274a462bd7634eaacee3ab8", "fileid": "https://r2.ropensci.org/0f8ee2835b6456115628bc26cf57dcc6a99700818e3b014f0aa2d5ec405d92c5", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/hirnia/actions/runs/38724718352" }, { "r": "4.6.1", "os": "linux", "version": "0.2.0", "date": "2026-10-15T11:09:47.000Z", "distro": "resolute", "commit": "550b3921997b443cf274a462bd7634eaacee3ab8", "fileid": "https://r2.ropensci.org/78ade4ed874d80a6836d1cb1c656ce6b30879f695be22fe0657f043163e35628", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/hirnia/actions/runs/38724718352" }, { "r": "4.5.3", "os": "mac", "version": "0.2.0", "date": "2026-10-15T11:11:07.000Z", "commit": "550b3921997b443cf274a462bd7634eaacee3ab8", "fileid": "https://r2.ropensci.org/112e00fdf958d424ea05ea602c3cdb18b59031904dd9afa6f670c145a3c6848f", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/hirnia/actions/runs/38724718352" }, { "r": "4.6.1", "os": "mac", "version": "0.2.0", "date": "2026-10-15T11:10:25.000Z", "commit": "550b3921997b443cf274a462bd7634eaacee3ab8", "fileid": "https://r2.ropensci.org/07a1bd3c9a4c129f44e9da11c71d2e84418a6e32c5190e5fe77b381b46c7dee1", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/hirnia/actions/runs/38724718352" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.0", "date": "2026-10-15T11:10:47.000Z", "commit": "550b3921997b443cf274a462bd7634eaacee3ab8", "fileid": "https://r2.ropensci.org/6f96011789742f920920f5f9d3d9b9fec8f85a5d3b4f72c9b570d3846345ee25", "status": "success", "buildurl": "https://github.com/r-universe/hirnia/actions/runs/38724718352" }, { "r": "4.7.0", "os": "win", "version": "0.2.0", "date": "2026-10-15T11:10:27.000Z", "commit": "550b3921997b443cf274a462bd7634eaacee3ab8", "fileid": "https://r2.ropensci.org/1ad992e98077639d10be5ed7e001c211a980d742b52ee87c09f6296584e59e3c", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/hirnia/actions/runs/38724718352" }, { "r": "4.5.3", "os": "win", "version": "0.2.0", "date": "2026-10-15T11:09:03.000Z", "commit": "550b3921997b443cf274a462bd7634eaacee3ab8", "fileid": "https://r2.ropensci.org/21b1ca4db2b37d190a4cd4af0e39bbe2a2e15e870405a8e5a0c46b187c00ed1b", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/hirnia/actions/runs/38724718352" }, { "r": "4.6.1", "os": "win", "version": "0.2.0", "date": "2026-10-15T11:09:01.000Z", "commit": "550b3921997b443cf274a462bd7634eaacee3ab8", "fileid": "https://r2.ropensci.org/1e416638a9b5ada30331e587c36992b9d8f444c4cf77fb60bd85a2421e102505", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/hirnia/actions/runs/38724718352" } ] }