Parkes, David C.Azari Soufiani, Hossein2014-06-062014-06-062014Azari Soufiani, Hossein. 2014. Revisiting Random Utility Models. Doctoral dissertation, Harvard University.http://dissertations.umi.com/gsas.harvard:11605http://nrs.harvard.edu/urn-3:HUL.InstRepos:12274551This thesis explores extensions of Random Utility Models (RUMs), providing more flexible models and adopting a computational perspective. This includes building new models and understanding their properties such as identifiability and the log concavity of their likelihood functions as well as the development of estimation algorithms.en-USComputer scienceStatisticsEconomicsDemand EstimationEconometricsMachine LearningRandom Utility ModelRank DataThesis or Dissertation2014-06-06