Principal Component Analysis and Factor Analysis
Free The Craft of Statistical Analysis Webinars
Principal Component Analysis
Statistically Speaking Webinars

February 2017 Member Webinar: Confirmatory Factor Analysis

March 2013 Member Webinar: Exploratory Factor Analysis
Workshops
Articles at The Analysis Factor
Introduction to Factor Analysis Series

Factor Analysis: A Short Introduction, Part 1

Factor Analysis: A Short Introduction, Part 2–Rotations

Factor Analysis: A Short Introduction, Part 3The Difference Between Confirmatory and Exploratory Factor Analysis

Factor Analysis: A Short Introduction, Part 4–How many factors should I find?

Factor Analysis: A Short Introduction, Part 5–Dropping unimportant variables from your analysis

Factor Analysis: A Short Introduction, Part 6–Common Problems
Specific Issues in PCA and FA

In Factor Analysis, How Do We Decide Whether to Have Rotated or Unrotated Factors?

The Fundamental Difference Between Principal Component Analysis and Factor Analysis

How To Calculate an Index Score from a Factor Analysis

Can You Use Principal Component Analysis with a Training Set Test Set Model?

In Principal Component Analysis, Can Loadings Be Negative?

Principal Component Analysis for Ordinal Scale Items

Three Tips for Principal Component Analysis

Can We Use PCA for Reducing Both Predictors and Response Variables?