Skip to main content
SpringerLink
Log in

Inspection of the Validity in the Frequent Shoppers Program by Using Particle Filter

  • Conference paper
  • First Online:
Operations Research Proceedings 2015

Part of the book series: Operations Research Proceedings ((ORP))

  • 1356 Accesses

Abstract

This paper discusses the validity of the frequent shoppers program (FSP) based on a particle filter estimation model.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution

Institutional subscriptions

References

  1. Bell, D.R., Bucklin, R.E.: The role of internal reference points in the category purchase decision. J. Consum. Res. 26, 128–143 (1999)

    Article  Google Scholar 

  2. Briesch, R.A., Krishnamurthi, L., Mazumdar, T., Raj, S.P.: A comparative analysis of reference price models. J. Consum. Res. 24, 202–213 (1997)

    Article  Google Scholar 

  3. Sato, T., Higuchi, T.: An analysis of purchase incidence behavior using dynamic individual model. J. Mark. Sci. 16(1,2), 49–73 (2009) (in Japanese)

    Google Scholar 

Download references

Acknowledgements

This work was supported by JSPS Number 28570821. The data set used for the work is offered in the 2014 data analysis competition by JASMAC.

Author information

Authors and Affiliations

  1. Graduate School of Waseda University, 3-4-1 Okubo, Shinjuku-ku, Tokyo, 169-8555, Japan

    Shinsuke Suzuki

  2. The Institute of Statistical Mathematics, 10-3 Midoricho, Tachikawa, Tokyo, 190-8562, Japan

    Kei Takahashi

Authors
  1. Shinsuke Suzuki
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Kei Takahashi
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Shinsuke Suzuki .

Editor information

Editors and Affiliations

  1. Department of Business Administration, University of Vienna, Vienna, Austria

    Karl Franz Dörner

  2. Decision Sciences and Statistics (IDS) Department, ESSEC Business School of Paris, Cergy Pontoise Cedex, France

    Ivana Ljubic

  3. Department of Statistics and Operations Research, University of Vienna, Vienna, Austria

    Georg Pflug

  4. Operations Research and Control Systems, TU Wien, Vienna, Austria

    Gernot Tragler

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing Switzerland

About this paper

Cite this paper

Suzuki, S., Takahashi, K. (2017). Inspection of the Validity in the Frequent Shoppers Program by Using Particle Filter. In: Dörner, K., Ljubic, I., Pflug, G., Tragler, G. (eds) Operations Research Proceedings 2015. Operations Research Proceedings. Springer, Cham. https://doi.org/10.1007/978-3-319-42902-1_67

Download citation

Publish with us

Policies and ethics

Search

Navigation