This workshop will demonstrate how to use Mplus for analyzing multivariate data using both exploratory and confirmatory approaches. These foundational techniques have many applications and play a critical role in psychometric measurement scale development. The workshop covers the basics of Mplus syntax as well as key ideas underlying latent variable software modeling.