Baumgartner, Bernhard - 2006
The multinomial logit model is frequently used in marketing research to explain consumers' brand choice decisions. In … possibility of short-term fluctuations and long-term changes in consumers' brand choice behavior. In this paper, nonparametric … brand-specific time-variable functions replace the brand-specific constants usually found in brand choice models. I estimate …