Daniela M Witten

The joint graphical lasso for inverse covariance estimation across multiple classes

Patrick Danaher, Pei Wang, Daniela M Witten, 2011, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Multi‐scale network regression for brain‐phenotype associations

Danielle S Bassett, Danilo Bzdok, Bertrand Thirion, 2020, Human brain mapping.

Fast nonconvex deconvolution of calcium imaging data.

Paul Fearnhead, Daniela M Witten, Toby Dylan Hocking, 2018, Biostatistics.

Network Reconstruction From High-Dimensional Ordinary Differential Equations

Ali Shojaie, Daniela M Witten, Shizhe Chen, 2016, Journal of the American Statistical Association.

A Framework for Feature Selection in Clustering

Robert Tibshirani, Daniela M Witten, R. Tibshirani, 2010, Journal of the American Statistical Association.

Sparse Biclustering of Transposable Data

Daniela M Witten, Kean Ming Tan, D. Witten, 2014, Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America.

Survival analysis with high-dimensional covariates

Robert Tibshirani, Daniela M Witten, R. Tibshirani, 2010, Statistical methods in medical research.

Penalized unsupervised learning with outliers.

Daniela M Witten, D. Witten, 2013, Statistics and its interface.

Extensions of Sparse Canonical Correlation Analysis with Applications to Genomic Data

Daniela M Witten, Robert J Tibshirani, R. Tibshirani, 2009, Statistical applications in genetics and molecular biology.