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Challenges and opportunities in high-dimensional choice data analyses

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Author Info

  • Prasad Naik

    ()

  • Michel Wedel

    ()

  • Lynd Bacon
  • Anand Bodapati
  • Eric Bradlow
  • Wagner Kamakura
  • Jeffrey Kreulen
  • Peter Lenk
  • David Madigan
  • Alan Montgomery
Registered author(s):

    Abstract

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    File URL: http://hdl.handle.net/10.1007/s11002-008-9036-3
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    Bibliographic Info

    Article provided by Springer in its journal Marketing Letters.

    Volume (Year): 19 (2008)
    Issue (Month): 3 (December)
    Pages: 201-213

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    Handle: RePEc:kap:mktlet:v:19:y:2008:i:3:p:201-213

    Contact details of provider:
    Web page: http://www.springerlink.com/link.asp?id=100312

    Related research

    Keywords: Challenges; Opportunities; High-dimensional choice data analyses; Modern businesses; Four-way VAST matrix arrays;

    References

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    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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    1. Peter E. Rossi & Robert E. McCulloch & Greg M. Allenby, 1996. "The Value of Purchase History Data in Target Marketing," Marketing Science, INFORMS, vol. 15(4), pages 321-340.
    2. Lexin Li & R. Dennis Cook & Chih-Ling Tsai, 2007. "Partial inverse regression," Biometrika, Biometrika Trust, vol. 94(3), pages 615-625.
    3. Mark S. Handcock & Adrian E. Raftery & Jeremy M. Tantrum, 2007. "Model-based clustering for social networks," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 170(2), pages 301-354.
    4. Steven Miller & Eric Bradlow & Kevin Dayaratna, 2006. "Closed-form Bayesian inferences for the logit model via polynomial expansions," Quantitative Marketing and Economics, Springer, vol. 4(2), pages 173-206, June.
    5. Alan L. Montgomery & Shibo Li & Kannan Srinivasan & John C. Liechty, 2004. "Modeling Online Browsing and Path Analysis Using Clickstream Data," Marketing Science, INFORMS, vol. 23(4), pages 579-595, November.
    6. Michel Wedel & Wagner Kamakura, 2001. "Factor analysis with (mixed) observed and latent variables in the exponential family," Psychometrika, Springer, vol. 66(4), pages 515-530, December.
    7. Naik, Prasad A. & Tsai, Chih-Ling, 2004. "Isotonic single-index model for high-dimensional database marketing," Computational Statistics & Data Analysis, Elsevier, vol. 47(4), pages 775-790, November.
    8. Alan L. Montgomery, 1997. "Creating Micro-Marketing Pricing Strategies Using Supermarket Scanner Data," Marketing Science, INFORMS, vol. 16(4), pages 315-337.
    9. Prasad A. Naik & Chih-Ling Tsai, 2005. "Constrained Inverse Regression for Incorporating Prior Information," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 204-211, March.
    10. Fan J. & Li R., 2001. "Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 1348-1360, December.
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