Marketing Letters

, Volume 13, Issue 1, pp 17–25

Market Segment Derivation and Profiling Via a Finite Mixture Model Framework

  • Michel Wedel
  • Wayne S. Desarbo
Article

DOI: 10.1023/A:1015059024154

Cite this article as:
Wedel, M. & Desarbo, W.S. Marketing Letters (2002) 13: 17. doi:10.1023/A:1015059024154

Abstract

The Marketing literature has shown how difficult it is to profile market segments derived with finite mixture models, especially using traditional descriptor variables (e.g., demographics). Such profiling is critical for the proper implementation of segmentation strategy. We propose a new finite mixture modelling approach that provides a variety of model specifications to address this segmentation dilemma. Our proposed approach allows for a large number of nested models (special cases) and associated tests of (local) independence to distinguish amongst them. A commercial application to customer satisfaction is provided where a variety of different model specifications are tested and compared.

finite mixture modelsmarket segmentationconcomitant variablescustomer satisfaction

Copyright information

© Kluwer Academic Publishers 2002

Authors and Affiliations

  • Michel Wedel
    • 1
  • Wayne S. Desarbo
    • 2
  1. 1.University of Groningen and University of MichiganUSA
  2. 2.Pennsylvania State University and Analytika Marketing Sciences, IncUSA