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Bootstrapping and sample splitting for high-dimensional, assumption-lean inference

Rinaldo, Alessandro, Wasserman, Larry, and G’Sell, Max
Annals of Statistics Volume 47, Number 6 (December 2019), 3438-3469.

Journal article

Comment: Statistical Inference from a Predictive Perspective

Rinaldo, Alessandro, Tibshirani, Ryan J., and Wasserman, Larry
Statistical Science Volume 34, Number 4 (November 2019), 599-603.

Journal article

Hypothesis testing for densities and high-dimensional multinomials: Sharp local minimax rates

Balakrishnan, Sivaraman and Wasserman, Larry
Annals of Statistics Volume 47, Number 4 (August 2019), 1893-1927.

Journal article

Estimating the reach of a manifold

Aamari, Eddie, Kim, Jisu, Chazal, Frédéric, Michel, Bertrand, Rinaldo, Alessandro, and Wasserman, Larry
Electronic Journal of Statistics Volume 13, Number 1 (2019), 1359-1399.

Journal article

Hybrid Wasserstein distance and fast distribution clustering

Verdinelli, Isabella and Wasserman, Larry
Electronic Journal of Statistics Volume 13, Number 2 (2019), 5088-5119.

Journal article

Uniform asymptotic inference and the bootstrap after model selection

Tibshirani, Ryan J., Rinaldo, Alessandro, Tibshirani, Rob, and Wasserman, Larry
Annals of Statistics Volume 46, Number 3 (June 2018), 1255-1287.

Journal article

Hypothesis testing for high-dimensional multinomials: A selective review

Balakrishnan, Sivaraman and Wasserman, Larry
Annals of Applied Statistics Volume 12, Number 2 (June 2018), 727-749.

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Analysis of a mode clustering diagram

Verdinelli, Isabella and Wasserman, Larry
Electronic Journal of Statistics Volume 12, Number 2 (2018), 4288-4312.

Journal article

Statistical inference using the Morse-Smale complex

Chen, Yen-Chi, Genovese, Christopher R., and Wasserman, Larry
Electronic Journal of Statistics Volume 11, Number 1 (2017), 1390-1433.

Journal article

Nonparametric modal regression

Chen, Yen-Chi, Genovese, Christopher R., Tibshirani, Ryan J., and Wasserman, Larry
Annals of Statistics Volume 44, Number 2 (April 2016), 489-514.

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