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    • Essays on Machine Learning and Hedonic Models 

      Yang, Miaoyu
      Chapter 1 and 2: We survey and apply several techniques from the statistical and computer science literature to the problem of demand estimation. We derive novel asymptotic properties for several of these models. To improve ...
    • Essays on Machine Learning in Applied Microeconomics 

      Ho, Jenny
      Hedonic models are commonly used to recover the implicit prices of house attributes and local non-market public goods. Yet they are plagued by omitted variable bias when variables that are correlated with the attribute in ...