latent construct to be measured. Finally, as was shown previously in using the CCC model to estimate the heritability of nicotine dependence, and repeated in the IRT analysis, it is important to include initiation to obtain unbiased estimates of the factor loadings and thresholds. Factor scores from such an analysis should provide a more accurate quantitative phenotype that may improve the ability to find and validate susceptibility genes for SUD.
