Ensemble Methods for Causal Effects in Panel Data Settings
National Bureau of Economic Research, 2019.
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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