Much of the analysis panel data has been based on an assumption strict exogeneity. Distributions are specified for outcome variables conditional a latent individual effect and observed predictor at all dates, with future values assumed to have no distribution. The paper relaxes this in order allow lagged dependent and, more generally, feedback from current variables. Such would arise evaluation...