The Comparison of Model Selection Criteria When Selecting Among Competing Hierarchical Linear Models

Abstract

Little is known about the use and accuracy of model selection criteria when selecting among a set of competing multilevel models. The practices of applied researchers and the performance of five model selection criteria are examined when selecting the correct multilevel model using simulation techniques.