{ "_id": "6ab9040099f7aa8c6aa39b8a", "Package": "MDMR", "Type": "Package", "Title": "Multivariate Distance Matrix Regression", "Version": "0.5.1", "Date": "2018-02-11", "Author": "Daniel B. McArtor (dmcartor@gmail.com) [aut, cre]", "Maintainer": "Daniel B. McArtor ", "Description": "This package allows users to conduct multivariate distance\nmatrix regression using analytic p-values and compute measures\nof effect size. For details on the method, see McArtor, Lubke,\n& Bergeman (2017) .", "License": "GPL (>= 2)", "LazyData": "TRUE", "VignetteBuilder": "knitr", "URL": "http://github.com/dmcartor/mdmr", "BugReports": "http://github.com/dmcartor/mdmr/issues", "RoxygenNote": "6.0.1", "Config/pak/sysreqs": "cmake make libicu-dev", "Repository": "https://dmcartor.r-universe.dev", "Date/Publication": "2018-02-13 03:31:55 UTC", "RemoteUrl": "https://github.com/dmcartor/mdmr", "RemoteRef": "HEAD", "RemoteSha": "458d979a0a2b0fb8bcf5382d2682f2aaf130e0e3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-27 11:50:01 UTC", "User": "root" }, "_user": "dmcartor", "_type": "src", "_file": "MDMR_0.5.1.tar.gz", "_fileid": "https://r2.ropensci.org/4fcefd86e2f3f8addd447af82d7cd2e69680143115a6f1af5c3330c6429a8ed1", "_filesize": 502170, "_sha256": "4fcefd86e2f3f8addd447af82d7cd2e69680143115a6f1af5c3330c6429a8ed1", "_expires": "2027-01-05T11:54:38.000Z", "_created": "2026-09-27T11:50:01.000Z", "_published": "2026-09-27T11:54:40.351Z", "_jobs": [ { "job": 108613537006, "time": 188, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "10930983028" }, { "job": 108613537087, "time": 213, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "10931107358" }, { "job": 108613537054, "time": 233, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "10930958067" }, { "job": 108613537063, "time": 150, "config": "macos-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "10931405982" }, { "job": 108612967352, "time": 230, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10930982769" }, { "job": 108613537004, "time": 138, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10930309033" }, { "job": 108613537046, "time": 95, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "10931321308" }, { "job": 108613537007, "time": 114, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "10931082258" }, { "job": 108613537044, "time": 110, "config": "windows-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "10931261602" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/dmcartor/actions/runs/36316802353", "_status": "success", "_upstream": "https://github.com/dmcartor/mdmr", "_commit": { "id": "458d979a0a2b0fb8bcf5382d2682f2aaf130e0e3", "author": "“Daniel ", "committer": "“Daniel ", "message": "Merge branch 'master' of https://github.com/dmcartor/MDMR\n\n# Conflicts:\n#\tDESCRIPTION\n", "time": 1518492715 }, "_maintainer": { "name": "Daniel B. McArtor", "email": "dmcartor@gmail.com", "login": "dmcartor", "description": "Quantitative Psychologist // @google Data Scientist", "uuid": 8005786 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.0.0", "role": "Depends" }, { "package": "CompQuadForm", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "lme4", "role": "Imports" }, { "package": "car", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "dmcartor", "_selfowned": true, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 7, "_contributors": [ { "user": "dmcartor", "count": 4, "uuid": 8005786 } ], "_userbio": { "uuid": 8005786, "type": "user", "name": "Dan McArtor", "followers": 24, "description": "Quantitative Psychologist // @google Data Scientist" }, "_downloads": { "count": 398, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MDMR" }, "_mentions": 11, "_devurl": "https://github.com/dmcartor/mdmr", "_searchresults": 20, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/MDMR.html", "extra/readme.html", "extra/readme.md" ], "_homeurl": "https://github.com/dmcartor/mdmr", "_realowner": "dmcartor", "_cranurl": true, "_releases": [ { "version": "0.2.1", "date": "2016-01-27" }, { "version": "0.3.0", "date": "2016-02-03" }, { "version": "0.3.3", "date": "2016-03-23" }, { "version": "0.4.0", "date": "2016-03-31" }, { "version": "0.4.1", "date": "2016-08-05" }, { "version": "0.4.2", "date": "2016-08-12" }, { "version": "0.4.3", "date": "2016-09-19" }, { "version": "0.5.0", "date": "2017-03-16" }, { "version": "0.5.1", "date": "2018-02-14" }, { "version": "0.5.2", "date": "2025-03-28" } ], "_exports": [ "delta", "gower", "mdmr", "mixed.mdmr" ], "_datasets": [ { "name": "X.clust", "title": "Simulated clustered predictor data to illustrate the Mixed-MDMR function", "object": "clustmdmrdata", "class": [ "data.frame" ], "fields": [ "x1", "x2", "grp" ], "rows": 250, "table": true, "tojson": true }, { "name": "X.mdmr", "title": "Simulated predictor data to illustrate the MDMR package.", "object": "mdmrdata", "class": [ "matrix", "array" ], "fields": [], "rows": 500, "table": true, "tojson": true }, { "name": "Y.clust", "title": "Simulated clustered outcome data to illustrate the Mixed-MDMR function", "object": "clustmdmrdata", "class": [ "data.frame" ], "fields": [ "Y1", "Y2", "Y3", "Y4", "Y5", "Y6", "Y7", "Y8", "Y9", "Y10", "Y11", "Y12" ], "rows": 250, "table": true, "tojson": true }, { "name": "Y.mdmr", "title": "Simulated outcome data to illustrate the MDMR package.", "object": "mdmrdata", "class": [ "matrix", "array" ], "fields": [], "rows": 500, "table": true, "tojson": true } ], "_help": [ { "page": "MDMR-package", "title": "Multivariate Distance Matrix Regression", "topics": [ "MDMR-package", "MDMR" ] }, { "page": "delta", "title": "Compute univariate MDMR effect sizes", "topics": [ "delta" ] }, { "page": "gower", "title": "Compute Gower's centered similarity matrix from a distance matrix", "topics": [ "gower" ] }, { "page": "mdmr", "title": "Conduct MDMR with analytic p-values", "topics": [ "mdmr" ] }, { "page": "mixed.mdmr", "title": "Fit Mixed-MDMR models", "topics": [ "mixed.mdmr" ] }, { "page": "print.mdmr", "title": "Print MDMR Object", "topics": [ "print.mdmr" ] }, { "page": "print.mixed.mdmr", "title": "Print Mixed MDMR Object", "topics": [ "print.mixed.mdmr" ] }, { "page": "summary.mdmr", "title": "Summarizing MDMR Results", "topics": [ "summary.mdmr" ] }, { "page": "summary.mixed.mdmr", "title": "Summarizing Mixed MDMR Results", "topics": [ "summary.mixed.mdmr" ] }, { "page": "X.clust", "title": "Simulated clustered predictor data to illustrate the Mixed-MDMR function", "topics": [ "X.clust" ] }, { "page": "X.mdmr", "title": "Simulated predictor data to illustrate the MDMR package.", "topics": [ "X.mdmr" ] }, { "page": "Y.clust", "title": "Simulated clustered outcome data to illustrate the Mixed-MDMR function", "topics": [ "Y.clust" ] }, { "page": "Y.mdmr", "title": "Simulated outcome data to illustrate the MDMR package.", "topics": [ "Y.mdmr" ] } ], "_readme": "https://github.com/dmcartor/mdmr/raw/HEAD/README.md", "_rundeps": [ "abind", "backports", "boot", "broom", "car", "carData", "cli", "colorspace", "CompQuadForm", "cowplot", "cpp11", "Deriv", "doBy", "dplyr", "farver", "forecast", "Formula", "fracdiff", "generics", "ggplot2", "glue", "gtable", "isoband", "labeling", "lattice", "lifecycle", "lme4", "lmtest", "magrittr", "MASS", "Matrix", "MatrixModels", "mgcv", "minqa", "modelr", "nlme", "nloptr", "nnet", "numDeriv", "pbkrtest", "pillar", "pkgconfig", "purrr", "quantreg", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "reformulas", "rlang", "S7", "scales", "SparseM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timeDate", "urca", "utf8", "vctrs", "viridisLite", "withr", "zoo" ], "_vignettes": [ { "source": "mdmr-vignette.Rmd", "filename": "mdmr-vignette.html", "title": "Using the MDMR Package", "author": "Daniel McArtor", "engine": "knitr::rmarkdown", "headings": [ "1. Conducting MDMR", "1.1 Option A: Passing the Distance Matrix", "1.2 Option B: Passing Gower's Trannsformed Distance Matrix", "2. Effect Sizes", "2.1 Option A: Passing Y", "2.2 Option B: Passing a list of G Matrices", "3. References" ], "created": "2016-01-27 15:23:46", "modified": "2018-02-11 18:44:26", "commits": 4 } ], "_score": 6.3222192947339195, "_indexed": true, "_nocasepkg": "mdmr", "_universes": [ "dmcartor" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.5.1", "date": "2026-09-27T11:52:49.000Z", "distro": "resolute", "commit": "458d979a0a2b0fb8bcf5382d2682f2aaf130e0e3", "fileid": "https://r2.ropensci.org/af38171d580351b5980f16ddf7edef0c0694272f7641bf34b25f96dec5189a29", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/dmcartor/actions/runs/36316802353" }, { "r": "4.6.1", "os": "linux", "version": "0.5.1", "date": "2026-09-27T11:53:13.000Z", "distro": "resolute", "commit": "458d979a0a2b0fb8bcf5382d2682f2aaf130e0e3", "fileid": "https://r2.ropensci.org/98b7ba29037446c82b09d4d865cc027cedf8ff4c75c8dec57cd00cf9a15727d1", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/dmcartor/actions/runs/36316802353" }, { "r": "4.5.3", "os": "mac", "version": "0.5.1", "date": "2026-09-27T11:52:49.000Z", "commit": "458d979a0a2b0fb8bcf5382d2682f2aaf130e0e3", "fileid": "https://r2.ropensci.org/05328d40ea46f24b418fa8dd9f75662dd1d7ed2ce5475ca6ebe465154d12521f", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/dmcartor/actions/runs/36316802353" }, { "r": "4.6.1", "os": "mac", "version": "0.5.1", "date": "2026-09-27T11:51:56.000Z", "commit": "458d979a0a2b0fb8bcf5382d2682f2aaf130e0e3", "fileid": "https://r2.ropensci.org/f4407b8ea072a115b2b298d2eadf09526ec5272ffb1a09bd3d7e853a9333d2ee", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/dmcartor/actions/runs/36316802353" }, { "r": "4.6.0", "os": "wasm", "version": "0.5.1", "date": "2026-09-27T11:52:36.000Z", "commit": "458d979a0a2b0fb8bcf5382d2682f2aaf130e0e3", "fileid": "https://r2.ropensci.org/b1be1146da57e7926b0ecdd3b9783923c2c09a96a257665c86391c5ecdfd60f5", "status": "success", "buildurl": "https://github.com/r-universe/dmcartor/actions/runs/36316802353" }, { "r": "4.7.0", "os": "win", "version": "0.5.1", "date": "2026-09-27T11:51:08.000Z", "commit": "458d979a0a2b0fb8bcf5382d2682f2aaf130e0e3", "fileid": "https://r2.ropensci.org/5be36312e50cf94dee541478889c38634365daf9c6497838e19285003bb9810e", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/dmcartor/actions/runs/36316802353" }, { "r": "4.5.3", "os": "win", "version": "0.5.1", "date": "2026-09-27T11:51:32.000Z", "commit": "458d979a0a2b0fb8bcf5382d2682f2aaf130e0e3", "fileid": "https://r2.ropensci.org/a20d0e48ab828b20ca6faacbcd7cf29481ca597e9f93edfb14de4f25656084d0", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/dmcartor/actions/runs/36316802353" }, { "r": "4.6.1", "os": "win", "version": "0.5.1", "date": "2026-09-27T11:51:19.000Z", "commit": "458d979a0a2b0fb8bcf5382d2682f2aaf130e0e3", "fileid": "https://r2.ropensci.org/bd3d36272f15199c56d2c816a809a59536c09fb4534a9a440bdef4851dd2ee2d", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/dmcartor/actions/runs/36316802353" } ] }