We explain how to obtain a generalized maximum-likelihood chi-square statistic, X M L 2 , and a full-model Akaike Information Criterion (AIC) statistic for piecewise structural equation modeling (SEM) ...

We present results that allow the researcher in certain cases to determine the direction of the bias that arises when control for confounding is inadequate. The results are given within the context of ...