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Count Data Models

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Submitted
Yahav, I., Shmueli, G., "On Generating Multivariate Poisson Data in Management Science Applications", NA, Submitted  . Abstract
Sellers, K. F., Borle, S., Shmueli, G., "The COM-Poisson Model for Count Data: A Survey of Methods and Applications ", ASMBI, Submitted  . Abstract    Download:  COM-Poisson-Survey.pdf 
2010
Sellers, K. F., Shmueli, G., "A Flexible Regression Model for Count Data", Annals of Applied Statistics, vol. 4, issue 2, pp. 943-961, 2010  . Abstract    Download:  RevisedAOAS0812-004supplement.pdf  AOAS COM-Regression.pdf 
Russo, R. P., Shmueli, G., Jank, W., Shyamalkumar, N. D., "Models For Bid Arrivals and Bidder Arrivals in Online Auctions", Methods and Applications of Statistics in Business, Finance and Management Sciences, Newark, NJ, John Wiley & Sons, pp. 283-309, 2010  . Abstract    Download:  Handbook-Chapter.pdf 
2009
Sellers, K. F., Shmueli, G., "A Regression Model for Count Data with Observation-Level Dispersion", 24th International Workshop on Statistical Modelling (IWSM), Cornell University, Ithaca, NY, 20/07/2009. Abstract    Download:  SellersAndShmueliForIWSM2009-1.pdf 
2008
Sellers, K. F., Shmueli, G., , "A Flexible Regression Model for Count Data", Working Paper RHS 06-060: Smith School of Business, University of Maryland, 2008  . Abstract
2006
Kadane, J. B., Krishnan, R., Shmueli, G., "A Data Disclosure Policy for Count Data Based on the COM-Poisson Distribution", Management Science, vol. 52, issue 10, pp. 1610-1617, 2006  . Abstract    Download:  MS-Disclosure-Published.pdf 
Kadane, J. B., Shmueli, G., Minka, T. P., Borle, S., Boatwright, P., "Conjugate Analysis of the Conway-Maxwell-Poisson Distribution", Bayesian Analysis, vol. 1, issue 2, pp. 363-374, 2006  .    Download:  kadane363-374.pdf 
2005
Shmueli, G., Minka, T. P., Kadane, J. B., Borle, S., Boatwright, P., "A Useful Distribution for Fitting Discrete Data: Revival of the COM-Poisson", Journal of The Royal Statistical Society, Series C (Applied Statistics), vol. 54, issue 1, pp. 127-142, 2005  .    Download:  JRSS-COM-Poisson.pdf 
Borle, S., Boatwright, P., Kadane, J. B., Nunes, J. C., Shmueli, G., "The Effect of Product Assortment Changes on Customer Retention", Marketing Science, vol. 24, issue 4, pp. 616-622, 2005  .    Download:  SSRN-id991959.pdf 
2003
Fu, J. C., Shmueli, G., Chang, Y. M., "A Unified Markov Chain Approach for Computing the Run Length Distribution in Control Charts with Simple or Compound Rules", Statistics & Probability Letters, vol. 65, issue 4, pp. 457-466, 2003  . Abstract    Download:  StatProbLettersPaper.pdf 
Minka, T.P., Shmueli, G., Kadane, J.B., Borle, S., Boatwright, P., "Computing with the COM-Poisson Distribution", Technical Report #776: Dept. of Statistics, Carnegie Mellon University, 2003  . Abstract
2001
Shmueli, G., Minka, T. P., Kadane, J. B., Borle, S., Boatwright, P., "Using Computational and Mathematical Methods to Explore a New Distribution: The v-Poisson", Technical Report #740: Dept. of Statistics, Carnegie Mellon University, 2001  . Abstract