1. in regression analysis, a correlation coefficient indicating the extent of relationship between scores on a particular manifest variable and scores on a latent or predicted variable derived from the entire set of variables. It is used to quantify the importance of an observed variable. 2. in discriminant analysis, a value representing the association between a particular variable being considered as a differentiator of group membership and the discriminant function scores derived from the full set of predictor variables.