What is factor analysis?

Factor analysis is a statistical method used to reduce a large number of variables into fewer, uncorrelated variables called factors. This technique is commonly used to identify underlying relationships between measured variables and to simplify data by extracting key factors that explain the variance in the data. It's often used in psychology, marketing, and other social sciences to understand complex phenomena.