Package: bruceR 2024.6

bruceR: Broadly Useful Convenient and Efficient R Functions

Broadly useful convenient and efficient R functions that bring users concise and elegant R data analyses. This package includes easy-to-use functions for (1) basic R programming (e.g., set working directory to the path of currently opened file; import/export data from/to files in any format; print tables to Microsoft Word); (2) multivariate computation (e.g., compute scale sums/means/... with reverse scoring); (3) reliability analyses and factor analyses; (4) descriptive statistics and correlation analyses; (5) t-test, multi-factor analysis of variance (ANOVA), simple-effect analysis, and post-hoc multiple comparison; (6) tidy report of statistical models (to R Console and Microsoft Word); (7) mediation and moderation analyses (PROCESS); and (8) additional toolbox for statistics and graphics.

Authors:Han-Wu-Shuang Bao [aut, cre]

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bruceR.pdf |bruceR.html✨
bruceR/json (API)
NEWS

# Install 'bruceR' in R:
install.packages('bruceR', repos = c('https://psychbruce.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/psychbruce/brucer/issues

Datasets:

    On CRAN:

    anovadata-analysisdata-sciencelinear-modelslinear-regressionmultilevel-modelsstatisticstoolbox

    7.76 score 169 stars 3 packages 239 scripts 3.2k downloads 1 mentions 71 exports 152 dependencies

    Last updated 5 months agofrom:070fb0a91e. Checks:OK: 7. Indexed: yes.

    TargetResultDate
    Doc / VignettesOKNov 13 2024
    R-4.5-winOKNov 13 2024
    R-4.5-linuxOKNov 13 2024
    R-4.4-winOKNov 13 2024
    R-4.4-macOKNov 13 2024
    R-4.3-winOKNov 13 2024
    R-4.3-macOKNov 13 2024

    Exports:.mean.sum%^%%allin%%anyin%%nonein%%notin%%partin%addaddedAlphaccccf_plotCFACONSECcor_diffcor_multilevelCorrCOUNTDescribedtimeEFAEMMEANSexportformatFformatNformula_expandformula_pasteFreqGLM_summaryGluegrand_mean_centergranger_causalitygranger_testgroup_mean_centerHLM_ICC_rWGHLM_summaryimportlavaan_summaryLOOKUPMANOVAMEANmed_summaryMODEmodel_summarypp.chi2p.fp.rp.tp.zPCApkg_dependpkg_install_suggestedPrintprint_tablePROCESSRECODEregressrep_charRESCALERGBRunscalerset_wdset.wdshow_colorsSTDSUMtheme_bruceTTEST

    Dependencies:abindafexaskpassbackportsbase64encbayestestRbitbit64bootbroombroom.mixedbslibcachemcarcarDatacellrangercheckmateclicliprclustercodacodetoolscolorspacecowplotcpp11crayoncurldata.tabledatawizardDerivdigestdoBydplyreffectsizeemmeansestimabilityevaluatefansifarverfastmapfontawesomeforcatsforeignFormulafsfurrrfuturegenericsggplot2globalsglueGPArotationgridExtragtablehavenhighrHmischmshtmlTablehtmltoolshtmlwidgetshttrinsightinteractionsisobandjquerylibjsonlitejtoolsknitrlabelinglatticelavaanlifecyclelistenvlme4lmerTestlpSolvemagrittrMASSMatrixMatrixModelsmediationmemoisemgcvmicrobenchmarkmimeminqamnormtmodelrmunsellmvtnormnlmenloptrnnetnumDerivopensslpanderparallellyparameterspbivnormpbkrtestperformancepillarpkgconfigplyrprettyunitsprogresspsychpurrrquadprogquantregR.methodsS3R.ooR.utilsR6rappdirsRColorBrewerRcppRcppEigenreadrreadxlrematchreshape2riorlangrmarkdownrpartrstudioapisandwichsassscalesSparseMstringistringrsurvivalsystexregtibbletidyrtidyselecttinytextzdbutf8vctrsviridisviridisLitevroomwithrwritexlxfunyamlzoo

    Readme and manuals

    Help Manual

    Help pageTopics
    bruceR: *BR*oadly *U*seful *C*onvenient and *E*fficient *R* functionsbruceR-package bruceR
    Multivariate computation.%%COMPUTE%% .mean .sum CONSEC COUNT MEAN MODE STD SUM
    Paste strings together.%^%
    A simple extension of '%in%'.%allin%
    A simple extension of '%in%'.%anyin%
    A simple extension of '%in%'.%nonein%
    The opposite of '%in%'.%notin%
    A simple extension of '%in%'.%partin%
    Create, modify, and delete variables.add added
    Reliability analysis (Cronbach's alpha and McDonald's omega).Alpha
    Split up a string (with separators) into a character vector.cc
    Cross-correlation analysis.ccf_plot
    Confirmatory Factor Analysis (CFA).CFA
    Test the difference between two correlations.cor_diff
    Multilevel correlations (within-level and between-level).cor_multilevel
    Correlation analysis.Corr
    Descriptive statistics.Describe
    Timer (compute time difference).dtime
    Principal Component Analysis (PCA) and Exploratory Factor analysis (EFA).EFA PCA
    Simple-effect analysis and post-hoc multiple comparison.EMMEANS
    Export data to a file (TXT, CSV, Excel, SPSS, Stata, ...) or clipboard.export
    Format numeric values.formatF
    Format "1234" to "1,234".formatN
    Expand all interaction terms in a formula.formula_expand
    Paste a formula into a string.formula_paste
    Frequency statistics.Freq
    Tidy report of GLM ('lm' and 'glm' models).GLM_summary
    Grand-mean centering.grand_mean_center
    Granger causality test (multivariate).granger_causality
    Granger causality test (bivariate).granger_test
    Group-mean centering.group_mean_center
    Tidy report of HLM indices: ICC(1), ICC(2), and rWG/rWG(J).HLM_ICC_rWG
    Tidy report of HLM ('lmer' and 'glmer' models).HLM_summary
    Import data from a file (TXT, CSV, Excel, SPSS, Stata, ...) or clipboard.import
    Tidy report of lavaan model.lavaan_summary
    Search, match, and look up values (like Excel's functions 'INDEX + MATCH').LOOKUP
    Multi-factor ANOVA.MANOVA
    Tidy report of mediation analysis.med_summary
    Tidy report of regression models.model_summary
    Compute _p_ value.p p.chi2 p.f p.r p.t p.z
    Check dependencies of R packages.pkg_depend
    Install suggested R packages.pkg_install_suggested
    Print strings with rich formats and colors.Glue Print
    Print a three-line table (to R Console and Microsoft Word).print_table
    PROCESS for mediation and/or moderation analyses.PROCESS
    Recode a variable.RECODE
    Regression analysis.regress
    Repeat a character string for many times and paste them up.rep_char
    Rescale a variable (e.g., from 5-point to 7-point).RESCALE
    A simple extension of 'rgb()'.RGB
    Run code parsed from text.Run
    Min-max scaling (min-max normalization).scaler
    Set working directory to the path of currently opened file.set.wd set_wd
    Show colors.show_colors
    A nice 'ggplot2' theme that enables Markdown/HTML rich text.theme_bruce
    One-sample, independent-samples, and paired-samples t-test.TTEST