Focuses on the study that evaluates the robustness of goodness-of-fit criteria based on likelihood ratio (LR) statistics under four violations of the assumptions of the standard factor model. Information about the four violations of the assumptions of the standard model; Description of some of the criteria; Simulation results under correlation structures and nonnormality; Empirical evidence in the Korean stock market; Information about the findings of the study.