Week 10
PCA
Before Class
Articles
James, G., Witten, D., Hastie, T., & Tibshirani, R. (2013). An Introduction to Statistical Learning: With Applications in R. Springer.
Pett, M. A., Lackey, N. R., & Sullivan, J. (2003). Chapter 1: An Overview of Factor Analyis. Making Sense of Factor Analysis: The Use of Factor Analysis for Instrument Development in Health Care Research (1st edition). SAGE Publications, Inc.
Goretzko, D., Siemund, K., & Sterner, P. (2023). Evaluating Model Fit of Measurement Models in Confirmatory Factor Analysis. Educational and Psychological Measurement, 00131644231163813. https://doi.org/10.1177/00131644231163813
Watkins, M. W. (2018). Exploratory Factor Analysis: A Guide to Best Practice. Journal of Black Psychology, 44(3), 219–246. https://doi.org/10.1177/0095798418771807
After Class
Kabacoff, R. I. (2022). *R* in Action* Chapter 14
https://rpubs.com/danmirman/plotting_factor_analysis