Ensemble Methods for Causal Effects in Panel Data Settings

National Bureau of Economic Research, 2019.

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Abstract:

In many prediction problems researchers have found that combinations of prediction methods (“ensembles”) perform better than individual methods. A simple example is random forests, which combines predictions from many regression trees. A striking, and substantially more complex, example is the Netflix Prize competition where the winning e...More

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