conditional expectations. In this paper the conditional expectations are derived for a generalization of the NBD model, called the … analyzing panel data when not every purchase occasion is recorded. The conditional expectations for the NBD model increase … linearly with the number of previous purchases made by an individual. Therefore the degree of nonlinearity of the conditional …