Daniela Witten

A general framework for estimating the relative pathogenicity of human genetic variants

Martin Kircher, Daniela Witten, Preti Jain et al. · Nature Genetics · 2014 · 6.6K citations · Full text

Life Sciences, Genetics, Molecular Genetics +15

CADD: predicting the deleteriousness of variants throughout the human genome

Philipp Rentzsch, Daniela Witten, Gregory M. Cooper et al. · Nucleic Acids Research · 2018 · 3.9K citations · Full text

Life Sciences, Bioinformatics, Genetics +17

A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis

Daniela Witten, Robert Tibshirani, Trevor Hastie · Biostatistics · 2009 · 1.6K citations · Full text

Computing, Biostatistics, Gene Expression Analysis +16

The Joint Graphical Lasso for Inverse Covariance Estimation Across Multiple Classes

Patrick Danaher, Pei Wang, Daniela Witten · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2013 · 906 citations · Full text

Computing, Biostatistics, Computer Science +17

A Framework for Feature Selection in Clustering

Daniela Witten, Robert Tibshirani · Journal of the American Statistical Association · 2010 · 714 citations · Full text

Computing, Biostatistics, Data Science +16