Selecting the Number of Factors in Exploratory Factor Analysis via out-of-sample Prediction Errors

Exploratory Factor Analysis (EFA) identifies a number of latent factors that explain correlations between observed variables. A key issue in the application of EFA is the selection of an adequate number of factors. This is a non-trivial problem because…