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Seminarios académicos y conferencias

Bruno Ferman, Sao Paulo School of Economics – FGV

"A simple way to assess inference methods"

7 Octubre 2020 - 15:30 hrs.

Vía Zoom

Abstract: We propose a simple way to assess the quality of asymptotic approximations required for inference methods. Our assessment can detect problems when the asymptotic theory that justifies the inference method is invalid and/or provides a poor approximation given the design of the empirical application. It can be easily applied to a wide range of  applications. If widely used by applied researchers, this assessment has the potential of substantially reducing the number of papers that are published based on misleading inference. We analyze in detail the cases of differences-in-differences with few treated clusters, stratified experiments, shift-share designs, and matching estimators.