Develops Bayesian methods for interference in dynamic panel data models with individual effects. Application of the study of longitudinal data on earnings from the Panel Study of Income Dynamics; Analysis of the semiparametric versions of commonly used random effects autoregressive models; Restriction of the distribution of disturbances.