This talk will introduce the concepts and jargon of structural equation modeling (SEM).  We will demonstrate how to fit SEMs for continuous outcomes using the -sem- command in Stata.  We will also demonstrate how use Stata’s -gsem- command to fit multilevel structural equation models that include continuous, binary, multinomial, ordinal and count outcomes using a wide variety of link functions.