Confidence intervals for random forests

By WagerStefan, HastieTrevor, EfronBradley. 2014

10 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Susan Athey
2. Stefan Wager
3. Julie Tibshirani
4. Xinkun Nie
5. Ahmed M. Alaa
6. Guido W. Imbens
7. Nathan Kallus
8. Victor Chernozhukov

Citations in the corpus

• Generalized random forests (2016, methodology): “As discussed in Wager, Hastie and Efron (2014), forests typically require more trees to provide accurate confidence intervals; thus, we use B = 4, 000 trees per forest, rather than the default B = 2, 000 used in Table 2.”