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Showing 1-10 of 18 results

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A robust and efficient approach to causal inference based on sparse sufficient dimension reduction

Ma, Shujie, Zhu, Liping, Zhang, Zhiwei, Tsai, Chih-Ling, and Carroll, Raymond J.
The Annals of Statistics Volume 47, Number 3 (June 2019), 1505-1535.

Journal article

Bounded isotonic regression

Luss, Ronny and Rosset, Saharon
Electronic Journal of Statistics Volume 11, Number 2 (2017), 4488-4514.

Journal article

A sharp oracle inequality for Graph-Slope

Bellec, Pierre C., Salmon, Joseph, and Vaiter, Samuel
Electronic Journal of Statistics Volume 11, Number 2 (2017), 4851-4870.

Journal article

The function-on-scalar LASSO with applications to longitudinal GWAS

Barber, Rina Foygel, Reimherr, Matthew, and Schill, Thomas
Electronic Journal of Statistics Volume 11, Number 1 (2017), 1351-1389.

Journal article

Optimal two-step prediction in regression

Chételat, Didier, Lederer, Johannes, and Salmon, Joseph
Electronic Journal of Statistics Volume 11, Number 1 (2017), 2519-2546.

Journal article

Minimax optimal rates of estimation in high dimensional additive models

Yuan, Ming and Zhou, Ding-Xuan
The Annals of Statistics Volume 44, Number 6 (December 2016), 2564-2593.

Journal article

Estimator selection in the Gaussian setting

Baraud, Yannick, Giraud, Christophe, and Huet, Sylvie
Annales de l'Institut Henri Poincaré, Probabilités et Statistiques Volume 50, Number 3 (August 2014), 1092-1119.

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Fast learning rate of multiple kernel learning: Trade-off between sparsity and smoothness

Suzuki, Taiji and Sugiyama, Masashi
The Annals of Statistics Volume 41, Number 3 (June 2013), 1381-1405.

Journal article

Regression on manifolds: Estimation of the exterior derivative

Aswani, Anil, Bickel, Peter, and Tomlin, Claire
The Annals of Statistics Volume 39, Number 1 (February 2011), 48-81.

Journal article

PAC-Bayesian bounds for sparse regression estimation with exponential weights

Alquier, Pierre and Lounici, Karim
Electronic Journal of Statistics Volume 5, (2011), 127-145.

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