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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
Abstract

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File URL: http://hdl.handle.net/10.1007/s11002-008-9036-3
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Publisher Info
Article provided by Springer in its journal Marketing Letters.

Volume (Year): 19 (2008)
Issue (Month): 3 (December)
Pages: 201-213
Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Handle: RePEc:kap:mktlet:v:19:y:2008:i:3:p:201-213

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Web page: http://www.springerlink.com/link.asp?id=100312

For technical questions regarding this item, or to correct its listing, contact: (Christopher F. Baum).

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

References listed on IDEAS
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  1. 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. [Downloadable!] (restricted)
  2. Lexin Li & R. Dennis Cook & Chih-Ling Tsai, 2007. "Partial inverse regression," Biometrika, Oxford University Press for Biometrika Trust, vol. 94(3), pages 615-625. [Downloadable!] (restricted)
  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. [Downloadable!] (restricted)
  4. 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. [Downloadable!] (restricted)
  5. 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. [Downloadable!] (restricted)
  6. 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. [Downloadable!] (restricted)
  7. 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. [Downloadable!] (restricted)
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