Factor Analysis and Principle Component Analysis Case

Factor Analysis is used when the researcher wants to identify the underlying latent variables that explain the observed correlations among a set of variables. In this case, the company can use Factor Analysis to identify the factors that drive customers' purchase decisions. For example, the company may find that the factors that influence customers' purchase decisions are brand loyalty, product features, and pricing.