bruceR-package: bruceR: *BR*oadly *U*seful *C*onvenient and *E*fficient *R*...

In bruceR: Broadly Useful Convenient and Efficient R Functions

bruceR: BRoadly Useful Convenient and Efficient R functions

Description

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.

Main Functions in bruceR

1. Basic R Programming

• set.wd() (alias: set_wd())

• import()

• export()

• cc()

• pkg_depend()

• formatF()

• formatN()

• print_table()

• Print()

• Glue()

• Run()

• %^%

• %notin%

• %allin%

• %anyin%

• %nonein%

• %partin%

2. Multivariate Computation

• add()

• added()

• .sum()

• .mean()

• SUM()

• MEAN()

• STD()

• MODE()

• COUNT()

• CONSEC()

• RECODE()

• RESCALE()

• LOOKUP()

3. Reliability and Factor Analyses

• Alpha()

• EFA()

• PCA()

• CFA()

4. Descriptive Statistics and Correlation Analyses

• Describe()

• Freq()

• Corr()

• cor_diff()

• cor_multilevel()

5. T-Test, Multi-Factor ANOVA, Simple-Effect Analysis, and Post-Hoc Multiple Comparison

• TTEST()

• MANOVA()

• EMMEANS()

6. Tidy Report of Regression Models

• model_summary()

• lavaan_summary()

• GLM_summary()

• HLM_summary()

• HLM_ICC_rWG()

• regress()

7. Mediation and Moderation Analyses

• PROCESS()

• med_summary()

• lavaan_summary()

8. Additional Toolbox for Statistics and Graphics

• grand_mean_center()

• group_mean_center()

• ccf_plot()

• granger_test()

• granger_causality()

• theme_bruce()

• show_colors()

Author(s)

Maintainer: Han Wu Shuang Bao [e-mail] (ORCID)

See Also

Useful links:

• https://psychbruce.github.io/bruceR/

• Report bugs at https://github.com/psychbruce/bruceR/issues

bruceR documentation built on Aug. 21, 2025, 5:38 p.m.