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Daniela Witten | Researchclopedia

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Daniela Witten

233

Works

41,772

Citations

53

h-index

117

i10-index

Research Topics

Statistical Methods and Inference Gene expression and cancer classification Advanced Statistical Methods and Models

Affiliations

Boston University2018–2018

Allen Institute for Brain Science2018–2018

NewYork–Presbyterian Hospital2018–2018

Wyle (United States)2018–2018

University of Miami2018–2018

Top Works

An Introduction to Statistical Learning

Gareth James,Daniela Witten,et al.

201311,445 citations

Bayesian Methods and Mixture Models

Neural Networks and Applications

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

Martin Kircher,Daniela Witten,et al.

20146,470 citations

CADD: predicting the deleteriousness of variants throughout the human genome

Philipp Rentzsch,Daniela Witten,et al.

20183,785 citations

An Introduction to Statistical Learning: with Applications in R

Gareth James,Daniela Witten,et al.

20182,989 citations

An Introduction to Statistical Learning

Gareth James,Daniela Witten,et al.

20231,753 citations

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

Daniela Witten,Robert Tibshirani,et al.

20091,595 citations

An Introduction to Statistical Learning

Gareth James,Daniela Witten,et al.

20211,483 citations

The Joint Graphical Lasso for Inverse Covariance Estimation Across Multiple Classes

Patrick Danaher,Pei Wang,et al.

2013892 citations

A Framework for Feature Selection in Clustering

Daniela Witten,Robert Tibshirani

2010704 citations