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Selecting the number of principal components: Estimation of the true rank of a noisy matrix

Choi, Yunjin, Taylor, Jonathan, and Tibshirani, Robert
The Annals of Statistics Volume 45, Number 6 (December 2017), 2590-2617.

Journal article

Customized training with an application to mass spectrometric imaging of cancer tissue

Powers, Scott, Hastie, Trevor, and Tibshirani, Robert
The Annals of Applied Statistics Volume 9, Number 4 (December 2015), 1709-1725.

Journal article

Convex hierarchical testing of interactions

Bien, Jacob, Simon, Noah, and Tibshirani, Robert
The Annals of Applied Statistics Volume 9, Number 1 (March 2015), 27-42.

Journal article

Correction to rejoinder to “A significance test for the Lasso”

Lockhart, Richard, Taylor, Jonathan, Tibshirani, Ryan J., and Tibshirani, Robert
The Annals of Statistics Volume 42, Number 5 (October 2014), 2138-2139.

Journal article

A significance test for the lasso

Lockhart, Richard, Taylor, Jonathan, Tibshirani, Ryan J., and Tibshirani, Robert
The Annals of Statistics Volume 42, Number 2 (April 2014), 413-468.

Journal article

Rejoinder: “A significance test for the lasso”

Lockhart, Richard, Taylor, Jonathan, Tibshirani, Ryan J., and Tibshirani, Robert
The Annals of Statistics Volume 42, Number 2 (April 2014), 518-531.

Journal article

A lasso for hierarchical interactions

Bien, Jacob, Taylor, Jonathan, and Tibshirani, Robert
The Annals of Statistics Volume 41, Number 3 (June 2013), 1111-1141.

Journal article

Prototype selection for interpretable classification

Bien, Jacob and Tibshirani, Robert
The Annals of Applied Statistics Volume 5, Number 4 (December 2011), 2403-2424.

Journal article

Transposable regularized covariance models with an application to missing data imputation

Allen, Genevera I. and Tibshirani, Robert
The Annals of Applied Statistics Volume 4, Number 2 (June 2010), 764-790.

Journal article

A bias correction for the minimum error rate in cross-validation

Tibshirani, Ryan J. and Tibshirani, Robert
The Annals of Applied Statistics Volume 3, Number 2 (June 2009), 822-829.

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