Description

BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.

Install the latest development version by devtools::install_github("psychbruce/bruceR")

Check updates in Release Notes.

Report bugs in GitHub Issues.

Loading bruceR by library(bruceR) will also load these R packages for you:

[Data]:

• rio: Data import and export (for all file formats). (import / export)

• dplyr: Data manipulation and processing.

• tidyr: Data cleaning and reshaping.

• stringr: Toolbox for string operation (with regular expressions).

• forcats: Toolbox for factor manipulation (for categorical variables).

• data.table: Advanced data.frame with higher efficiency.

[Stat]:

• psych: Toolbox for psychological and psychometric research.

• emmeans: Toolbox for estimated marginal means and contrasts.

• effectsize: Indices of effect size and standardized parameters.

• performance: Assessment of regression models performance.

[Plot]:

• ggplot2: Data visualization.

• ggtext: Markdown/HTML rich text format for ggplot2 (geoms and themes).

• cowplot: Advanced toolbox for ggplot2 (arrange multiple plots and add labels).

• see: Advanced toolbox for ggplot2 (geoms, scales, themes, and color palettes).

Main Functions in bruceR

(1) Basic R Programming

set.wd

pkg_depend, pkg_install_suggested

formatF, formatN

Print, Glue, Run

%^%

%notin%

%allin%, %anyin%, %nonein%, %partin%

(2) Multivariate Computation

SUM, MEAN, STD, MODE, COUNT, CONSEC

RECODE, RESCALE, RANDBETWEEN

LOOKUP

(3) Reliability and Factor Analyses

Alpha

EFA

CFA

(4) Descriptive Statistics and Correlation Analyses

Describe

Freq

Corr

cor_diff

(5) Multi-Factor ANOVA, Simple-Effect Analysis, and Post-Hoc Multiple Comparison

MANOVA

EMMEANS

(6) Tidy Report of Regression Models

model_summary

GLM_summary

HLM_summary

HLM_ICC_rWG

regress

(7) Mediation and Moderation Analyses

med_summary

PROCESS (coming soon...)

(8) Additional Toolbox for Statistics and Graphics

grand_mean_center

group_mean_center

ccf_plot

granger_test

theme_bruce

show_colors

Note

Please always use RStudio as an IDE instead of using the raw R software.

Author(s)

Han-Wu-Shuang (Bruce) Bao

E-mail: baohws@foxmail.com