{
  "_id": "6a49977074ff1be5edd793a7",
  "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 <doi:10.1207/s15327906mbr4003_5>). 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": "2026-06-21 08:23:03 UTC",
    "User": "root"
  },
  "Author": "Jacob A. Long [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-1582-6214>)",
  "Maintainer": "Jacob A. Long <jacob.long@sc.edu>",
  "_user": "jacob-long",
  "_type": "src",
  "_file": "interactions_1.2.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/e412fad79a38196002c37ab7dd8980dc97199bc1acd5a2a8d8429ba4de2b46ed",
  "_filesize": 4675525,
  "_sha256": "e412fad79a38196002c37ab7dd8980dc97199bc1acd5a2a8d8429ba4de2b46ed",
  "_expires": "2026-10-12T23:29:49.000Z",
  "_created": "2026-06-21T08:23:03.000Z",
  "_published": "2026-07-04T23:29:52.124Z",
  "_jobs": [
    {
      "job": 85175729010,
      "time": 281,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7773449706"
    },
    {
      "job": 85175729198,
      "time": 277,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7773449226"
    },
    {
      "job": 85175729151,
      "time": 176,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7773437061"
    },
    {
      "job": 85175728980,
      "time": 185,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7773438428"
    },
    {
      "job": 85175728939,
      "time": 239,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7773415770"
    },
    {
      "job": 85175729070,
      "time": 171,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7773436591"
    },
    {
      "job": 85175729181,
      "time": 228,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7773443679"
    },
    {
      "job": 85175729199,
      "time": 222,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7773443044"
    },
    {
      "job": 85175729171,
      "time": 242,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7773445276"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/jacob-long/actions/runs/27898449371",
  "_status": "success",
  "_upstream": "https://github.com/jacob-long/interactions",
  "_commit": {
    "id": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99",
    "author": "Jacob Long <4957401+jacob-long@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "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
  },
  "_distro": "noble",
  "_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",
    "followers": 156,
    "description": "I'm an Assistant Professor in the School of Journalism and Mass Communications at the University of South Carolina."
  },
  "_downloads": {
    "count": 16189,
    "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": 1804,
  "_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",
    "LICENSE",
    "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": 11.27703156214151,
  "_indexed": true,
  "_nocasepkg": "interactions",
  "_universes": [
    "jacob-long"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.2.0",
      "date": "2026-06-21T08:26:08.000Z",
      "distro": "noble",
      "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99",
      "fileid": "https://r2.ropensci.org/0a9849936a000ab369bd8e2e259a134535ab1312c3e107fb87ccaba436cbb500",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/27898449371"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.2.0",
      "date": "2026-06-21T08:26:06.000Z",
      "distro": "noble",
      "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99",
      "fileid": "https://r2.ropensci.org/72eab6f39bd39b94fe87bc02485429e7943fb8e857fb046a2711bab80e5f4f08",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/27898449371"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.2.0",
      "date": "2026-06-21T08:24:54.000Z",
      "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99",
      "fileid": "https://r2.ropensci.org/1876dd1af76d072287de79ea9d89309a2634df87043cb53cbed3f9ac6b4b7c26",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/27898449371"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.2.0",
      "date": "2026-06-21T08:24:54.000Z",
      "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99",
      "fileid": "https://r2.ropensci.org/097904425d97b134cf77d2b53b4af30c5bbc8ac5e0343ee0eee9f726c8b58a40",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/27898449371"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.2.0",
      "date": "2026-06-21T08:26:17.000Z",
      "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99",
      "fileid": "https://r2.ropensci.org/65b995f245e2c0cabf4e5121047bed832294c2e45e1b5d76fc6a5ba10921580c",
      "status": "success",
      "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/27898449371"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-06-21T08:25:02.000Z",
      "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99",
      "fileid": "https://r2.ropensci.org/83bac487ddd10ae5ddd91a109936ce8a396c1a5cc7a50e32a11b8959d34165ac",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/27898449371"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-06-21T08:24:49.000Z",
      "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99",
      "fileid": "https://r2.ropensci.org/7c1cfd63cd7902e767fd0ae9b78887aab21c5d752e6a7915b548a016ac80ea7d",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/27898449371"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-06-21T08:25:07.000Z",
      "commit": "df22b3ddcf5f88c7608f0cd08ef25e60bcdf4b99",
      "fileid": "https://r2.ropensci.org/a914512fe0ccda9d91fed99ae124469f184c3bc9338d4008083a98582e1587af",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacob-long/actions/runs/27898449371"
    }
  ]
}