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 1-18-2021

Basics of R Usage
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Introduction, Installation, Maintenance of R, RStudio, and R packages (HTML) (PDF)
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Importing, managing and saving data in R (HTML) (PDF)
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Data Subsetting: Selecting Cases and/or Variables, etc (HTML) (PDF)
Linear Regression and Correlation
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Bivariate Correlation and Simple Regression (HTML) (PDF)
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Scatterplots (HTML) (PDF)
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Basics of Linear Modeling with multiple IVs (Multiple Regression) R (HTML) (PDF) (ePub)
Experimental Design Methods
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One Factor Between Group ANOVA (HTML) (PDF) (ePub) last updated 11-7-2020
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One Factor Repeated Measures ANOVA (HTML) (PDF) (ePub) last updated 1-18-2021
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Two Factor Between Group ANOVA (HTML) (PDF)
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Advanced Methods
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Introduction to Confirmatory Factor Analysis in R (HTML) (PDF) (ePub)
Miscl Topics
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Wide-Long Data Reshaping (HTML) (PDF)
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Power, Effect Size, Sample Size Choice and an introduction to non-central distributions (HTML) (PDF)
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