Latent class analysis using MPLUS (version 5.1; Muthen and Muthen, 2001) was used to examine the clustering of offspring substance abuse or dependence (alcohol and marijuana abuse or dependence and nicotine dependence) and psychiatric disorder (depression, anxiety disorder, conduct disorder). Estimation was performed for 2 through 6 classes.