The measurement model for the mood, anxiety, and substance use disorders was an excellent fit as indicated by a comparative fit index of .99 (CFI; Bentler, 1988; Hu & Bentler, 1999), a root mean square error of approximation of .01 (RMSEA; Browne & Cudeck, 1993), and a weighted root-mean-square residual of .73 (WRMR; Muthén & Muthén, 1998-2007; Yu, 2002). We also examined a measurement model for internalizing psychopathology alone. Mood and anxiety disorder were loaded on one latent factor. This model fit well (CFI=.97, RMSEA=.02, WRMR=.71). Standardized factor loadings ranged from .44 to .73. Because we only had two indicators of substance use, we did not examine a measurement model.
