Maximum Likelihood Estimation of Zero-Order Models Given Variable Numbers of Purchases per Household

Abstract

Consumer panel data are typically available for a fixed duration of time (say, a year) during which buyers invariably make different numbers of purchases in the product class. The author describes a method for obtaining maximum likelihood estimates of zero-order models from panel data containing different numbers of purchase records per household. Empirical data are presented to illustrate the application of the estimation method.