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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 where the current file is, print strings with rich formats and colors); (2) multivariate computation (e.g., compute scale sums/means/... with reverse scoring); (3) reliability and factor analyses; (4) descriptive statistics and correlation analyses; (5) multi-factor analysis of variance (ANOVA), simple-effect analysis, and post-hoc multiple comparison; (6) tidy report of regression models (to Console and to Word); (7) mediation and moderation analyses; and (8) additional toolbox for statistics and graphics.

Functions (49)

Alpha

Reliability analysis (Cronbach's α and McDonald's ω).

CFA

Confirmatory factor analysis (CFA).

Corr

Correlation analysis.

Describe

Descriptive statistics.

EFA

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.

Print

Print strings with rich formats and colors.

RANDBETWEEN

Random sampling (like Excel's function RANDBETWEEN).

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.

bruceR-demodata

Demo data.

bruceR-package

bruceR: BRoadly Useful Convenient and Efficient R functions

ccf_plot

Cross-correlation analysis.

cor_diff

Test the difference between two correlations.

dtime

Timer (compute time difference).

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_test

Granger causality test.

grapes-allin-grapes

A simple extension of %in%.

grapes-anyin-grapes

A simple extension of %in%.

grapes-grapes-COMPUTE-grapes-grapes

Multivariate computation.

grapes-nonein-grapes

A simple extension of %in%.

grapes-notin-grapes

The opposite of %in%.

grapes-partin-grapes

A simple extension of %in%.

grapes-pow-grapes

Paste strings together.

group_mean_center

Group-mean centering

med_summary

Tidy report of mediation analysis.

model_summary

Tidy report of regression models (into R console, Word, or HTML).

p

Compute p value.

pkg_depend

Check dependencies of R packages.

pkg_install_suggested

Install suggested R packages.

print_table

Print a three-line table.

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 working directory to where the current file is.

show_colors

Show colors.

theme_bruce

A nice ggplot2 theme that enables Markdown/HTML rich text.

bruceR

Broadly Useful Convenient and Efficient R Functions

v0.6.2
GPL-3
Authors
Han-Wu-Shuang Bao [aut, cre]
Initial release
2021-04-08

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