Final answer:
Factor analysis is a statistical procedure used to identify underlying factors that explain patterns of correlation among variables.
Step-by-step explanation:
Factor analysis is a statistical procedure used to identify underlying factors that explain patterns of correlation among variables. It is a technique that helps researchers reduce complex data sets into a smaller number of unobserved factors. These factors represent the common variance among the variables and can be used to understand the relationships and structure in the data.