BCD Statistics
Topics in Using R for Statistics and Data Analysis  under development
Tutorials for APSY510/511
I am in the process of converting numerous code script files to extensive tutorials created with Rmarkdown/bookdown. The documents found here are the beginning of that process. They are being revised and new ones added, regularly.
Last updated 1182021

Basics of R Usage 

Introduction, Installation, Maintenance of R, RStudio, and R packages (HTML) (PDF) 

Importing, managing and saving data in R (HTML) (PDF) 

Data Subsetting: Selecting Cases and/or Variables, etc (HTML) (PDF) 
Linear Regression and Correlation 

Bivariate Correlation and Simple Regression (HTML) (PDF) 

Scatterplots (HTML) (PDF) 

Basics of Linear Modeling with multiple IVs (Multiple Regression) R (HTML) (PDF) (ePub) 
Experimental Design Methods 

One Factor Between Group ANOVA (HTML) (PDF) (ePub) last updated 1172020 

One Factor Repeated Measures ANOVA (HTML) (PDF) (ePub) last updated 1182021 

Two Factor Between Group ANOVA (HTML) (PDF) 


Advanced Methods 

Introduction to Confirmatory Factor Analysis in R (HTML) (PDF) (ePub) 
Miscl Topics 

WideLong Data Reshaping (HTML) (PDF) 

Power, Effect Size, Sample Size Choice and an introduction to noncentral distributions (HTML) (PDF) 

