{ "_id": "6a101118acfb0bcc41c824b7", "Package": "interactions", "Type": "Package", "Title": "Comprehensive, User-Friendly Toolkit for Probing Interactions", "Version": "1.2.0", "Authors@R": "person(c(\"Jacob\",\"A.\"), \"Long\", email = \"jacob.long@sc.edu\",\nrole = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-1582-6214\"))", "Description": "A suite of functions for conducting and interpreting\nanalysis of statistical interaction in regression models that\nwas formerly part of the 'jtools' package. Functionality\nincludes visualization of two- and three-way interactions among\ncontinuous and/or categorical variables as well as calculation\nof \"simple slopes\" and Johnson-Neyman intervals (see e.g.,\nBauer & Curran, 2005 ). These\ncapabilities are implemented for generalized linear models in\naddition to the standard linear regression context.", "URL": "https://interactions.jacob-long.com", "BugReports": "https://github.com/jacob-long/interactions/issues", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.2.9000", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://jacob-long.r-universe.dev", "Date/Publication": "2024-07-31 13:04:46 UTC", "RemoteUrl": "https://github.com/jacob-long/interactions", "RemoteRef": "HEAD", "RemoteSha": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-22 08:12:08 UTC", "User": "root" }, "Author": "Jacob A. Long [aut, cre] (ORCID:\n)", "Maintainer": "Jacob A. Long ", "MD5sum": "2f9a249814ceec78f7d285b0603503d5", "_user": "jacob-long", "_type": "src", "_file": "interactions_1.2.0.tar.gz", "_fileid": "c3d920d1493fd50ba2753095edc925fbf88c9517731765eae285a38940b59f95", "_filesize": 4681076, "_sha256": "c3d920d1493fd50ba2753095edc925fbf88c9517731765eae285a38940b59f95", "_created": "2026-05-22T08:12:08.000Z", "_published": "2026-05-22T08:17:28.831Z", "_distro": "noble", "_jobs": [ { "job": 77341734493, "time": 276, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7155950897" }, { "job": 77341734559, "time": 277, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7155951353" }, { "job": 77341734543, "time": 212, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7155931468" }, { "job": 77341734498, "time": 274, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7155950393" }, { "job": 77341143282, "time": 245, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7155866956" }, { "job": 77341734480, "time": 170, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7155917684" }, { "job": 77341734622, "time": 247, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7155942673" }, { "job": 77341734541, "time": 226, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7155935442" }, { "job": 77341734615, "time": 255, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7155944650" } ], "_buildurl": "https://github.com/r-universe/jacob-long/actions/runs/26276254067", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/jacob-long/interactions", "_commit": { "id": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99", "author": "Jacob Long <4957401+jacob-long@users.noreply.github.com>", "committer": "GitHub ", "message": "Try reverting to old Netlify workflow", "time": 1722431086 }, "_maintainer": { "name": "Jacob A. Long", "email": "jacob.long@sc.edu", "login": "jacob-long", "bluesky": "@jacob-long.com", "orcid": "0000-0002-1582-6214", "twitter": "@jacobandrewlong", "description": "I'm an Assistant Professor in the School of Journalism and Mass Communications at the University of South Carolina.", "uuid": 4957401 }, "_registered": true, "_dependencies": [ { "package": "ggplot2", "version": ">= 3.4.0", "role": "Imports" }, { "package": "cli", "role": "Imports" }, { "package": "generics", "role": "Imports" }, { "package": "broom", "role": "Imports" }, { "package": "jtools", "version": ">= 2.0.3", "role": "Imports" }, { "package": "rlang", "version": ">= 0.3.0", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "cowplot", "role": "Suggests" }, { "package": "broom.mixed", "role": "Suggests" }, { "package": "glue", "role": "Suggests" }, { "package": "huxtable", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "lme4", "role": "Suggests" }, { "package": "margins", "role": "Suggests" }, { "package": "sandwich", "role": "Suggests" }, { "package": "survey", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "vdiffr", "role": "Suggests" }, { "package": "brms", "role": "Enhances" }, { "package": "rstanarm", "role": "Enhances" } ], "_owner": "jacob-long", "_selfowned": true, "_usedby": 4, "_updates": [], "_tags": [], "_topics": [ "interactions", "moderation", "social-sciences", "statistics" ], "_stars": 135, "_contributors": [ { "user": "jacob-long", "count": 909, "uuid": 4957401 }, { "user": "olivroy", "count": 13, "uuid": 52606734 }, { "user": "ngreifer", "count": 3, "uuid": 20465600 } ], "_userbio": { "uuid": 4957401, "type": "user", "name": "Jacob Long", "description": "I'm an Assistant Professor in the School of Journalism and Mass Communications at the University of South Carolina." }, "_downloads": { "count": 19113, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/interactions" }, "_mentions": 2, "_devurl": "https://github.com/jacob-long/interactions", "_pkgdown": "https://interactions.jacob-long.com", "_searchresults": 1460, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/interactions.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/jacob-long/interactions", "_realowner": "jacob-long", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2019-02-18" }, { "version": "1.1.0", "date": "2019-04-28" }, { "version": "1.1.1", "date": "2019-07-05" }, { "version": "1.1.3", "date": "2020-04-04" }, { "version": "1.1.5", "date": "2021-07-02" }, { "version": "1.2.0", "date": "2024-07-29" } ], "_exports": [ "cat_plot", "glance", "interact_plot", "johnson_neyman", "probe_interaction", "sim_margins", "sim_slopes", "tidy" ], "_help": [ { "page": "as_huxtable.sim_margins", "title": "Create tabular output for simple margins analysis", "topics": [ "as_huxtable.sim_margins" ] }, { "page": "as_huxtable.sim_slopes", "title": "Create tabular output for simple slopes analysis", "topics": [ "as_huxtable.sim_slopes" ] }, { "page": "cat_plot", "title": "Plot interaction effects between categorical predictors.", "topics": [ "cat_plot" ] }, { "page": "interact_plot", "title": "Plot interaction effects in regression models", "topics": [ "interact_plot" ] }, { "page": "johnson_neyman", "title": "Calculate Johnson-Neyman intervals for 2-way interactions", "concept": [ "interaction tools" ], "topics": [ "johnson_neyman" ] }, { "page": "plot.sim_margins", "title": "Plot coefficients from simple slopes analysis", "topics": [ "plot.sim_margins" ] }, { "page": "plot.sim_slopes", "title": "Plot coefficients from simple slopes analysis", "topics": [ "plot.sim_slopes" ] }, { "page": "probe_interaction", "title": "Probe interaction effects via simple slopes and plotting", "concept": [ "interaction tools" ], "topics": [ "probe_interaction" ] }, { "page": "sim_margins", "title": "Perform a simple margins analysis.", "concept": [ "interaction tools" ], "topics": [ "sim_margins" ] }, { "page": "sim_slopes", "title": "Perform a simple slopes analysis.", "concept": [ "interaction tools" ], "topics": [ "sim_slopes" ] }, { "page": "sim_margins_tidiers", "title": "Tidiers for 'sim_margins()' objects.", "topics": [ "glance.sim_margins", "tidy.sim_margins" ] }, { "page": "sim_slopes_tidiers", "title": "Tidiers for 'sim_slopes()' objects.", "topics": [ "glance.sim_slopes", "tidy.sim_slopes" ] } ], "_pkglogo": "https://github.com/jacob-long/interactions/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/jacob-long/interactions/raw/HEAD/README.md", "_rundeps": [ "backports", "broom", "broom.mixed", "cli", "coda", "codetools", "cpp11", "digest", "dplyr", "farver", "forcats", "furrr", "future", "generics", "ggplot2", "globals", "glue", "gtable", "isoband", "jtools", "labeling", "lattice", "lifecycle", "listenv", "magrittr", "nlme", "pander", "parallelly", "pillar", "pkgconfig", "purrr", "R6", "RColorBrewer", "Rcpp", "rlang", "S7", "sandwich", "scales", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "utf8", "vctrs", "viridisLite", "withr", "zoo" ], "_vignettes": [ { "source": "interactions.Rmd", "filename": "interactions.html", "title": "Exploring interactions with continuous predictors in regression models", "author": "Jacob Long", "engine": "knitr::rmarkdown", "headings": [ "Plotting interactions", "Plotting observed data", "Plotting partial residuals", "Confidence bands", "Check linearity assumption", "Other options", "Simple slopes analysis and Johnson-Neyman intervals", "Visualize the coefficients", "Tabular output", "Johnson-Neyman intervals", "False discovery rate adjustment", "Additional options", "Conditional intercepts", "Robust standard errors", "Centering variables", "Do simple slopes and plotting with one function", "3-way interactions", "Generalized linear models, mixed models, et al.", "References" ], "created": "2017-02-03 03:38:26", "modified": "2022-04-10 14:46:01", "commits": 19 }, { "source": "categorical.Rmd", "filename": "categorical.html", "title": "Plotting interactions among categorical variables in regression models", "author": "Jacob Long", "engine": "knitr::rmarkdown", "headings": [ "Simple two-way interaction", "Line plots", "Bar/dynamite plots" ], "created": "2017-11-10 04:14:11", "modified": "2022-04-10 14:46:01", "commits": 12 } ], "_score": 11.257256721456734, "_indexed": true, "_nocasepkg": "interactions", "_universes": [ "jacob-long" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.2.0", "date": "2026-05-22T08:15:18.000Z", "distro": "noble", "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99", "fileid": "bc3cd90345d5f9d699da52b9f264eb9a0fa2626a3c1da691031fe5d507a7a394", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/26276254067" }, { "r": "4.6.0", "os": "linux", "version": "1.2.0", "date": "2026-05-22T08:15:18.000Z", "distro": "noble", "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99", "fileid": "8264922e9a11bcba0f9f2f915158bb22afc2480319a690746e13c38584b63c83", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/26276254067" }, { "r": "4.5.3", "os": "mac", "version": "1.2.0", "date": "2026-05-22T08:14:11.000Z", "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99", "fileid": "2f32ceb4c557e4fdd42e85bfc87a6e9cab0e9b3497df164c54a928fe3b25e7f7", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/26276254067" }, { "r": "4.6.0", "os": "mac", "version": "1.2.0", "date": "2026-05-22T08:14:45.000Z", "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99", "fileid": "b2d81aff1373853717391b0c1edb480c3bc5a408dc9442251b2f8fc2f6609de6", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/26276254067" }, { "r": "4.6.0", "os": "wasm", "version": "1.2.0", "date": "2026-05-22T08:15:25.000Z", "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99", "fileid": "2c83a505e860753148b0ff5193e2a1f84dea6750391e2b528b5360071e845b16", "status": "success", "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/26276254067" }, { "r": "4.7.0", "os": "win", "version": "1.2.0", "date": "2026-05-22T08:14:25.000Z", "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99", "fileid": "04230cd1b22cda49ef61864eaa6268b5349400a92e3c4771710133be7afd6f70", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/26276254067" }, { "r": "4.5.3", "os": "win", "version": "1.2.0", "date": "2026-05-22T08:13:54.000Z", "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99", "fileid": "21066eb6bf85a659b5c8509cfdc38fc01a011e995535ed649685573ab042c5af", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/26276254067" }, { "r": "4.6.0", "os": "win", "version": "1.2.0", "date": "2026-05-22T08:14:24.000Z", "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99", "fileid": "d0b1d4a8520ef826d3f971447cada83b4c78cd72c6e0e622c05956c5056dc66a", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/26276254067" } ] }