A Composite Heterogeneous Model for Brand Choice Behavior

Summary

This model of consumer brand choice behavior is a composite of the Bernoulli, Markov, and Linear Learning Models. The properties of the model are explored, and a parameter estimation technique is developed. A special case of the model is developed for situations in which insufficient data are available to estimate the parameters of the complete model.