{
  "_id": "6accb16ba14063b82c3a7fcd",
  "Package": "MSBMisc",
  "Type": "Package",
  "Title": "Some Functions I Wrote that I Find Useful",
  "Version": "0.0.1.15",
  "Authors@R": "person(given = c(\"Mattan\", \"S.\"),\nfamily = \"Ben-Shachar\",\nrole = \"cre\",\nemail = \"matanshm@post.bgu.ac.il\")",
  "Maintainer": "Mattan S. Ben-Shachar <matanshm@post.bgu.ac.il>",
  "Description": "Misc. functions.",
  "License": "GPL-3",
  "URL": "https://mattansb.github.io/MSBMisc/",
  "BugReports": "https://github.com/mattansb/MSBMisc/issues/",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.3",
  "Config/testthat/edition": "3",
  "Roxygen": "list(markdown = TRUE)",
  "Repository": "https://mattansb.r-universe.dev",
  "Date/Publication": "2026-07-14 10:46:39 UTC",
  "RemoteUrl": "https://github.com/mattansb/MSBMisc",
  "RemoteRef": "HEAD",
  "RemoteSha": "81dcac5ee55fc3fdf82b4e8a2c6e554cadac789c",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-12 10:02:19 UTC",
    "User": "root"
  },
  "Author": "Mattan S. Ben-Shachar [cre]",
  "_user": "mattansb",
  "_type": "src",
  "_file": "MSBMisc_0.0.1.15.tar.gz",
  "_fileid": "https://r2.ropensci.org/4005601600e95656bc6f0b9c53a8e79af5b165d6576f0fc7076b88b3284510cb",
  "_filesize": 268014,
  "_sha256": "4005601600e95656bc6f0b9c53a8e79af5b165d6576f0fc7076b88b3284510cb",
  "_expires": "2027-01-20T10:07:37.000Z",
  "_created": "2026-10-12T10:02:19.000Z",
  "_published": "2026-10-12T10:07:38.930Z",
  "_buildurl": "https://github.com/r-universe/mattansb/actions/runs/38233263539",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 114759478070,
      "time": 237,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "11740475813"
    },
    {
      "job": 114759478053,
      "time": 241,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11739348764"
    },
    {
      "job": 114759478078,
      "time": 261,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11739403577"
    },
    {
      "job": 114759478112,
      "time": 216,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11739916697"
    },
    {
      "job": 114757756670,
      "time": 277,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11739268177"
    },
    {
      "job": 114759478028,
      "time": 144,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11739677172"
    },
    {
      "job": 114759478038,
      "time": 193,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "11739608196"
    },
    {
      "job": 114759478225,
      "time": 184,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11739781991"
    },
    {
      "job": 114759478076,
      "time": 173,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11739563293"
    }
  ],
  "_upstream": "https://github.com/mattansb/MSBMisc",
  "_commit": {
    "id": "81dcac5ee55fc3fdf82b4e8a2c6e554cadac789c",
    "author": "Mattan S. Ben-Shachar <mattansb@msbstats.info>",
    "committer": "Mattan S. Ben-Shachar <mattansb@msbstats.info>",
    "message": "rename pred_strength to pred_strength_min\n",
    "time": 1784025999
  },
  "_maintainer": {
    "name": "Mattan S. Ben-Shachar",
    "email": "matanshm@post.bgu.ac.il",
    "login": "mattansb",
    "bluesky": "@mattansb.bsky.social",
    "twitter": "@mattansb",
    "description": "Statistical Consultant & Research Analyst | Statistics Lecturer",
    "uuid": 35330040
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "afex",
      "role": "Suggests"
    },
    {
      "package": "clipr",
      "role": "Suggests"
    },
    {
      "package": "cli",
      "role": "Suggests"
    },
    {
      "package": "dplyr",
      "role": "Suggests"
    },
    {
      "package": "correlation",
      "role": "Suggests"
    },
    {
      "package": "effectsize",
      "role": "Suggests"
    },
    {
      "package": "emmeans",
      "role": "Suggests"
    },
    {
      "package": "forcats",
      "role": "Suggests"
    },
    {
      "package": "generics",
      "role": "Suggests"
    },
    {
      "package": "ggeffects",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "GPArotation",
      "role": "Suggests"
    },
    {
      "package": "insight",
      "role": "Suggests"
    },
    {
      "package": "lavaan",
      "role": "Suggests"
    },
    {
      "package": "lme4",
      "role": "Suggests"
    },
    {
      "package": "lubridate",
      "role": "Suggests"
    },
    {
      "package": "marginaleffects",
      "role": "Suggests"
    },
    {
      "package": "MASS",
      "role": "Suggests"
    },
    {
      "package": "patchwork",
      "role": "Suggests"
    },
    {
      "package": "psych",
      "role": "Suggests"
    },
    {
      "package": "purrr",
      "role": "Suggests"
    },
    {
      "package": "qqplotr",
      "role": "Suggests"
    },
    {
      "package": "rstudioapi",
      "role": "Suggests"
    },
    {
      "package": "semTools",
      "version": ">= 0.5.8",
      "role": "Suggests"
    },
    {
      "package": "shiny",
      "role": "Suggests"
    },
    {
      "package": "stringr",
      "role": "Suggests"
    },
    {
      "package": "tidySEM",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "tibble",
      "role": "Suggests"
    },
    {
      "package": "tidyclust",
      "version": ">= 0.3.1",
      "role": "Suggests"
    },
    {
      "package": "tidymodels",
      "role": "Suggests"
    },
    {
      "package": "workflows",
      "role": "Suggests"
    }
  ],
  "_owner": "mattansb",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-26",
      "n": 18
    },
    {
      "week": "2026-29",
      "n": 1
    }
  ],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "mattansb",
      "count": 121,
      "uuid": 35330040
    },
    {
      "user": "copilot",
      "count": 5,
      "uuid": 198982749
    }
  ],
  "_userbio": {
    "uuid": 35330040,
    "type": "user",
    "name": "Mattan S. Ben-Shachar",
    "followers": 205,
    "description": "Statistical Consultant & Research Analyst | Statistics Lecturer"
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MSBMisc"
  },
  "_devurl": "https://github.com/mattansb/msbmisc",
  "_pkgdown": "https://mattansb.github.io/MSBMisc/",
  "_searchresults": 8,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/MSBMisc.html",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_cranurl": false,
  "_exports": [
    "%!=%",
    "%<<%",
    "%<=%",
    "%==%",
    "%>=%",
    "%>>%",
    "age_in_unit",
    "AIC_lnorm",
    "allTRUE",
    "anyTRUE",
    "BIC_lnorm",
    "bracketifyFile",
    "bracketifySelection",
    "chisq_pairwise",
    "chisq_residual",
    "compare_cor",
    "compare_freqs",
    "contrast_weights",
    "Copy",
    "CopyRoxygen",
    "crop_coord_polar",
    "cw",
    "dbind",
    "delta_method",
    "eq",
    "fa_reliability",
    "geq",
    "get_data_for_grid",
    "gt",
    "has_all_data",
    "has_any_data",
    "is.FALSE",
    "is.TRUE",
    "jaccard_avg",
    "leq",
    "lnorm_mean",
    "lnorm_median",
    "lnorm_sd",
    "lnorm_var",
    "logLik_lnorm",
    "lt",
    "mean_sd",
    "median_mad",
    "metric_by_event",
    "missing_all_data",
    "missing_any_data",
    "neq",
    "Paste",
    "PasteRoxygen",
    "php.chisq",
    "php.F",
    "php.guf",
    "php.t",
    "php.z",
    "pred_strength",
    "pred_strength_min",
    "print_library",
    "print_library_md",
    "print_require",
    "qq_worm_plot",
    "r_SB",
    "R2",
    "r2_pseudo",
    "seq_IQR",
    "seq_quantile",
    "seq_range",
    "simple_effects",
    "simple_mediation_plot",
    "stat_demo_apps",
    "V_table",
    "vlookup"
  ],
  "_help": [
    {
      "page": "age_in_unit",
      "title": "Age in some units",
      "topics": [
        "age_in_unit"
      ]
    },
    {
      "page": "bracketifyFile",
      "title": "bracketify",
      "topics": [
        "bracketifyFile",
        "bracketifySelection"
      ]
    },
    {
      "page": "chisq_pairwise",
      "title": "Follow-up for contingency table test",
      "topics": [
        "chisq_pairwise",
        "chisq_residual"
      ]
    },
    {
      "page": "compare_cor",
      "title": "Compare correlations",
      "topics": [
        "compare_cor"
      ]
    },
    {
      "page": "compare_freqs",
      "title": "Compare the frequencies of levels of a factor",
      "topics": [
        "compare_freqs"
      ]
    },
    {
      "page": "contrast_weights",
      "title": "Build Contrast Weights",
      "topics": [
        "contrast_weights",
        "cw"
      ]
    },
    {
      "page": "crop_coord_polar",
      "title": "Deprecated functions",
      "topics": [
        "crop_coord_polar",
        "pred_strength"
      ]
    },
    {
      "page": "dbind",
      "title": "Bind matrices diagonally",
      "topics": [
        "dbind"
      ]
    },
    {
      "page": "delta_method",
      "title": "Transform means a (co)variances using the _delta_ method",
      "topics": [
        "delta_method"
      ]
    },
    {
      "page": "fa_reliability",
      "title": "Calculate reliability from E/CFA",
      "topics": [
        "fa_reliability",
        "fa_reliability.fa",
        "fa_reliability.lavaan"
      ]
    },
    {
      "page": "get_data_for_grid",
      "title": "Get raw data for plotting with model predictions",
      "topics": [
        "get_data_for_grid",
        "get_data_for_grid.data.frame",
        "get_data_for_grid.emmGrid",
        "get_data_for_grid.ggeffects",
        "get_data_for_grid.predictions"
      ]
    },
    {
      "page": "gt",
      "title": "Compare multiple vectors",
      "topics": [
        "%!=%",
        "%<<%",
        "%<=%",
        "%==%",
        "%>=%",
        "%>>%",
        "eq",
        "geq",
        "gt",
        "leq",
        "lt",
        "neq"
      ]
    },
    {
      "page": "has_any_data",
      "title": "Test rowwise if each row is missing / has all data in select columns",
      "topics": [
        "has_all_data",
        "has_any_data",
        "missing_all_data",
        "missing_any_data"
      ]
    },
    {
      "page": "is.TRUE",
      "title": "It's just logical",
      "topics": [
        "allTRUE",
        "anyTRUE",
        "is.FALSE",
        "is.TRUE"
      ]
    },
    {
      "page": "jaccard_avg",
      "title": "Estimate the Average Jaccard Index for Cluster Stability",
      "concept": [
        "ML4Psych",
        "cluster metric"
      ],
      "topics": [
        "jaccard_avg",
        "jaccard_avg.cluster_fit",
        "jaccard_avg.cluster_spec",
        "jaccard_avg.workflow"
      ]
    },
    {
      "page": "lnorm_mean",
      "title": "Functions to convert parameters of a log-normal distribution to meaningfull values on the response scale.",
      "topics": [
        "lnorm_mean",
        "lnorm_median",
        "lnorm_sd",
        "lnorm_var"
      ]
    },
    {
      "page": "logLik_lnorm",
      "title": "Information criteria for log-normal models",
      "topics": [
        "AIC_lnorm",
        "BIC_lnorm",
        "logLik_lnorm"
      ]
    },
    {
      "page": "metric_by_event",
      "title": "Compute class-wise metrics for a metric set in a multiclass setting",
      "concept": [
        "ML4Psych"
      ],
      "topics": [
        "metric_by_event"
      ]
    },
    {
      "page": "Paste",
      "title": "Copy / Paste as Comment / Roxygen",
      "topics": [
        "Copy",
        "CopyRoxygen",
        "Paste",
        "PasteRoxygen"
      ]
    },
    {
      "page": "php.t",
      "title": "Function for Post-Hoc Power analysis",
      "topics": [
        "php.chisq",
        "php.F",
        "php.guf",
        "php.t",
        "php.z"
      ]
    },
    {
      "page": "pred_strength_min",
      "title": "Estimate the Prediction Strength of a Clustering Model",
      "concept": [
        "ML4Psych",
        "cluster metric"
      ],
      "topics": [
        "pred_strength_min",
        "pred_strength_min.cluster_fit",
        "pred_strength_min.cluster_spec",
        "pred_strength_min.workflow"
      ]
    },
    {
      "page": "print_library",
      "title": "Print Loading/Attaching of Packages",
      "topics": [
        "print_library",
        "print_library_md",
        "print_require"
      ]
    },
    {
      "page": "qq_worm_plot",
      "title": "Create a worm plot",
      "topics": [
        "qq_worm_plot"
      ]
    },
    {
      "page": "r_SB",
      "title": "Spearman-Brown Split half reliability",
      "topics": [
        "r_SB"
      ]
    },
    {
      "page": "R2",
      "title": "R^2 Overkill",
      "topics": [
        "R2"
      ]
    },
    {
      "page": "r2_pseudo",
      "title": "Compute pseudo R-square for mixed models",
      "concept": [
        "HLM4Psych"
      ],
      "topics": [
        "r2_pseudo",
        "V_table"
      ]
    },
    {
      "page": "seq_range",
      "title": "Sequence Generation Based on the Values of a Vector",
      "topics": [
        "mean_sd",
        "median_mad",
        "seq_IQR",
        "seq_quantile",
        "seq_range"
      ]
    },
    {
      "page": "simple_effects",
      "title": "Compute Simple Effects Omnibus Tests",
      "topics": [
        "simple_effects"
      ]
    },
    {
      "page": "simple_mediation_plot",
      "title": "Plot simple mediations with 'tidySEM'",
      "topics": [
        "simple_mediation_plot"
      ]
    },
    {
      "page": "stat_demo_apps",
      "title": "Some stats demos",
      "topics": [
        "stat_demo_apps"
      ]
    },
    {
      "page": "vlookup",
      "title": "vlookup",
      "topics": [
        "vlookup"
      ]
    }
  ],
  "_readme": "https://github.com/mattansb/MSBMisc/raw/HEAD/README.md",
  "_rundeps": [],
  "_score": 2,
  "_indexed": true,
  "_nocasepkg": "msbmisc",
  "_universes": [
    "mattansb"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.0.1.15",
      "date": "2026-10-12T10:05:15.000Z",
      "distro": "resolute",
      "commit": "81dcac5ee55fc3fdf82b4e8a2c6e554cadac789c",
      "fileid": "https://r2.ropensci.org/e4f9b90ec34628742a1ff981dc7a489d67a9f4999c7a5ac437f98130866dea30",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/mattansb/actions/runs/38233263539"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.0.1.15",
      "date": "2026-10-12T10:05:17.000Z",
      "distro": "resolute",
      "commit": "81dcac5ee55fc3fdf82b4e8a2c6e554cadac789c",
      "fileid": "https://r2.ropensci.org/b2251d42fdbfd844510f5348998bed9e7983c51569cfb13ae6561d0e926116f8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mattansb/actions/runs/38233263539"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.0.1.15",
      "date": "2026-10-12T10:05:03.000Z",
      "commit": "81dcac5ee55fc3fdf82b4e8a2c6e554cadac789c",
      "fileid": "https://r2.ropensci.org/afcc3e0682357688c82422b3b4735a6a7c33e7f94c0c939b6b26be0ea76235ae",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mattansb/actions/runs/38233263539"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.0.1.15",
      "date": "2026-10-12T10:04:44.000Z",
      "commit": "81dcac5ee55fc3fdf82b4e8a2c6e554cadac789c",
      "fileid": "https://r2.ropensci.org/abf6db5fc7471f8e4623b1de22fe6d0fb57d51b330077478f07ec25bff30c902",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mattansb/actions/runs/38233263539"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.0.1.15",
      "date": "2026-10-12T10:05:12.000Z",
      "commit": "81dcac5ee55fc3fdf82b4e8a2c6e554cadac789c",
      "fileid": "https://r2.ropensci.org/3337bd2d9006ed574320dd6ee08a427c3c84b1dba6b0a7c5b1a7a9359bd5b7ef",
      "status": "success",
      "buildurl": "https://github.com/r-universe/mattansb/actions/runs/38233263539"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.0.1.15",
      "date": "2026-10-12T10:04:09.000Z",
      "commit": "81dcac5ee55fc3fdf82b4e8a2c6e554cadac789c",
      "fileid": "https://r2.ropensci.org/40d54ec71aaecda912d1e7a804efde1a6cbb1097d5101e4443bebb5a9d0ec202",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/mattansb/actions/runs/38233263539"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.0.1.15",
      "date": "2026-10-12T10:04:03.000Z",
      "commit": "81dcac5ee55fc3fdf82b4e8a2c6e554cadac789c",
      "fileid": "https://r2.ropensci.org/80032d01f1df4372109336e6d08bc1bcf9c28117f8897c1c48ea41abdbda3f4a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mattansb/actions/runs/38233263539"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.0.1.15",
      "date": "2026-10-12T10:03:55.000Z",
      "commit": "81dcac5ee55fc3fdf82b4e8a2c6e554cadac789c",
      "fileid": "https://r2.ropensci.org/74eac0feb3fe8de97dfdea99ad9d1e1b6a3b681f1f505d5604e5a94e4abbb22c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mattansb/actions/runs/38233263539"
    }
  ]
}