High-Dimensional Methods and Inference on Structural and Treatment Effects


The goal of many empirical papers in economics is to provide an estimate of the causal or structural effect of a change in a treatment or policy variable, such as a government intervention or a price, on another economically interesting variable, such as unemployment or amount of a product purchased. Applied economists attempting to estimate such structural… (More)


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@inproceedings{Belloni2013HighDimensionalMA, title={High-Dimensional Methods and Inference on Structural and Treatment Effects}, author={Anna Sandra Belloni and CHERNOZHUKOV HANSEN}, year={2013} }