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Essays on machine learning applications in economics : causal inference and prediction
(University of Missouri--Columbia, 2021)
This study includes three chapters related to machine learning applications with focus on different empirical topics. The first chapter talks about a new method and its application. The second chapter focuses on young ...
Contributions to the theory and methodology of quantile models with endogeneity
(University of Missouri--Columbia, 2021)
averages among IVQR, quantile regression, and two-stage least squares estimators. More specifically, I find the optimal weights in the bootstrap world and then apply the bootstrap-optimal weights to the original sample. The bootstrap method is simpler...