Publications
Expert insights on AI from Michael Cohen.
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"Nonparametric Instrumental Variable Estimation in Practice" With Philip Shaw & Tao Chen, Journal of Econometric Methods, 5 (1), 2016
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"A Study of Vertical Integration and Vertical Divestiture: The Case of Store Brand Milk Sourcing in Boston" Journal of Economics and Management Strategy, 22 (1), 2013
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"Assessing the Impact of Retailer Store Brand Presence on Manufacturer Brands in an Equilibrium Framework" With Ronald W. Cotterill, The Journal of Industrial Economics, 53 (3), 2011
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"A Structured Covariance Probit Demand Model" PhD Dissertation - Awarded the 2010 Applebaum Award for best dissertation in Food Marketing in 2009
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"Measuring Asymmetric Persistence and Interaction Effects of Media Exposures Across Platforms'' With Bryan Bollinger, Wharton Consumer Analytics Initiative paper
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"Corporate Social Responsibility for Kids' Sake: A Dynamic Model of Firm Participation" With Rui Huang, UConn Zwick Center report
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"Payment Choice with Consumer Panel Data" With Marc Rysman, Boston Federal Reserve paper
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An Empirical Analysis of Equilibrium Pricing and Advertising in the Ready-To-Eat Cereal Market" With Adam Rabinowitz, UConn Zwick Center report
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"The Generalized Extreme Value Choice Model for Skewed Preference" UConn Zwick Center report
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MapReduce Consensus MCMC for Conditional Logit [Design for Federated Learning]
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Asymptotically Exact Embarrassingly Parallel MCMC for Hierarchical Logit [Design for Local Federated Learning]
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Data Augmentation MCMC for Hierarchical Generalized (to skewness) Extreme Value Choice Model
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Gibbs Sampler for Gaussian Mixture Model