This chapter contains sections titled: Goodness-of-Fit I: Overall Fit Statistics Goodness-of-Fit II: R2 Equivalents and Information Criteria Goodness-of-Fit III: Null Hypotheses Concerning Parameters Goodness-of-fit IV: Residual Analysis The Relationship between Pearson's X2 and Log-Linear Modeling