Function reference • bruceR

All functions

Alpha(): Reliability analysis (Cronbach's \(\alpha\) and McDonald's \(\omega\)).

CFA(): Confirmatory Factor Analysis (CFA).

Corr(): Correlation analysis.

Describe(): Descriptive statistics.

EFA() PCA(): Principal Component Analysis (PCA) and Exploratory Factor analysis (EFA).

EMMEANS(): Simple-effect analysis and post-hoc multiple comparison.

Freq(): Frequency statistics.

GLM_summary(): Tidy report of GLM (lm and glm models).

HLM_ICC_rWG(): Tidy report of HLM indices: ICC(1), ICC(2), and rWG/rWG(J).

HLM_summary(): Tidy report of HLM (lmer and glmer models).

LOOKUP(): Search, match, and look up values (like Excel's functions INDEX + MATCH).

MANOVA(): Multi-factor ANOVA.

PROCESS(): PROCESS for mediation and/or moderation analyses.

Print() Glue(): Print strings with rich formats and colors.

RECODE(): Recode a variable.

RESCALE(): Rescale a variable (e.g., from 5-point to 7-point).

RGB(): A simple extension of rgb().

Run(): Run code parsed from text.

TTEST(): One-sample, independent-samples, and paired-samples t-test.

add() added(): Create, modify, and delete variables.

bruceR bruceR-package: bruceR: BRoadly Useful Convenient and Efficient R functions

cc(): Split up a string (with separators) into a character vector.

ccf_plot(): Cross-correlation analysis.

cor_diff(): Test the difference between two correlations.

cor_multilevel(): Multilevel correlations (within-level and between-level).

dtime(): Timer (compute time difference).

export(): Export data to a file (TXT, CSV, Excel, SPSS, Stata, ...) or clipboard.

formatF(): Format numeric values.

formatN(): Format "1234" to "1,234".

formula_expand(): Expand all interaction terms in a formula.

formula_paste(): Paste a formula into a string.

grand_mean_center(): Grand-mean centering.

granger_causality(): Granger causality test (multivariate).

granger_test(): Granger causality test (bivariate).

`%allin%`: A simple extension of %in%.

`%anyin%`: A simple extension of %in%.

COUNT() MODE() SUM() .sum() MEAN() .mean() STD() CONSEC(): Multivariate computation.

`%nonein%`: A simple extension of %in%.

`%notin%`: The opposite of %in%.

`%partin%`: A simple extension of %in%.

`%^%`: Paste strings together.

group_mean_center(): Group-mean centering.

import(): Import data from a file (TXT, CSV, Excel, SPSS, Stata, ...) or clipboard.

lavaan_summary(): Tidy report of lavaan model.

med_summary(): Tidy report of mediation analysis.

model_summary(): Tidy report of regression models.

p() p.z() p.t() p.f() p.r() p.chi2(): Compute p value.

pkg_depend(): Check dependencies of R packages.

pkg_install_suggested(): Install suggested R packages.

print_table(): Print a three-line table (to R Console and Microsoft Word).

regress(): Regression analysis.

rep_char(): Repeat a character string for many times and paste them up.

scaler(): Min-max scaling (min-max normalization).

set.wd() set_wd(): Set working directory to the path of currently opened file.

show_colors(): Show colors.

theme_bruce(): A nice ggplot2 theme that enables Markdown/HTML rich text.