We propose a model to analyze the impact of advertising media plans and point-of-purchase marketing variables on a brand's market performance. Our model integrates brand choice, purchase incidence, and exposure behavior within a nonstationary stochastic framework. Moreover, it considers various...

This paper presents Elimination-By-Cutoffs (EBC), an individual-level model of choice which derives choice probabilities from the location of choice alternatives in a perceptual space. EBC is a multidimensional operationalization of Tversky's (Tversky, A. 1972. Elimination by aspects: A theory...

In this paper we develop an integrated stochastic model of purchase timing and brand selection which incorporates the influence of marketing mix variables, seasonality and trend, and also allows for various individual choice mechanisms. Our approach rests on the assumptions of a zero-order...