A Framework for Feature Selection in Clustering von Witten, Daniela M., Tibshirani, Robert

Volltext

joint graphical lasso for inverse covariance estimation across multiple classes von Danaher, Patrick, Wang, Pei, Witten, Daniela M

Volltext

Penalized classification using Fisher's linear discriminant von Witten, Daniela M., Tibshirani, Robert

Volltext

Network Reconstruction From High-Dimensional Ordinary Differential Equations von Chen, Shizhe, Shojaie, Ali, Witten, Daniela M.

Volltext

Inferring spikes from calcium imaging in dopamine neurons von Fleming, Weston, Jewell, Sean, Engelhard, Ben, Witten, Daniela M., Witten, Ilana B.

Volltext

A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis von Witten, Daniela M., Tibshirani, Robert, Hastie, Trevor

Volltext

A systematic comparison reveals substantial differences in chromosomal versus episomal encoding of enhancer activity von Inoue, Fumitaka, Kircher, Martin, Martin, Beth, Cooper, Gregory M, Witten, Daniela M, McManus, Michael T, Ahituv, Nadav, Shendure, Jay

Volltext

Normalization, testing, and false discovery rate estimation for RNA-sequencing data von Li, Jun, Witten, Daniela M, Johnstone, Iain M, Tibshirani, Robert

Volltext

CLASSIFICATION AND CLUSTERING OF SEQUENCING DATA USING A POISSON MODEL von Witten, Daniela M.

Volltext

Covariance-regularized regression and classification for high dimensional problems von Witten, Daniela M., Tibshirani, Robert

Volltext

Fast nonconvex deconvolution of calcium imaging data von Jewell, Sean W., Hocking, Toby Dylan, Fearnhead, Paul, Witten, Daniela M.

Volltext

New Insights and Faster Computations for the Graphical Lasso von Witten, Daniela M., Friedman, Jerome H., Simon, Noah

Volltext

Selection and estimation for mixed graphical models von CHEN, SHIZHE, WITTEN, DANIELA M., SHOJAIE, ALI

Volltext

Massively parallel functional dissection of mammalian enhancers in vivo von Patwardhan, Rupali P, Hiatt, Joseph B, Witten, Daniela M, Kim, Mee J, Smith, Robin P, May, Dalit, Lee, Choli, Andrie, Jennifer M, Lee, Su-In, Cooper, Gregory M, Ahituv, Nadav, Pennacchio, Len A, Shendure, Jay

Volltext

Discovery of molecular subtypes in leiomyosarcoma through integrative molecular profiling von Beck, A H, Lee, C-H, Witten, D M, Gleason, B C, Edris, B, Espinosa, I, Zhu, S, Li, R, Montgomery, K D, Marinelli, R J, Tibshirani, R, Hastie, T, Jablons, D M, Rubin, B P, Fletcher, C D, West, R B, van de Rijn, M

Volltext

Modeling functional cell types in spike train data von Zdeblick, Daniel N, Shea-Brown, Eric T, Witten, Daniela M, Buice, Michael A

Volltext

On the assessment of statistical significance of three-dimensional colocalization of sets of genomic elements von Witten, Daniela M, Noble, William Stafford

Volltext

Shortest-path network analysis is a useful approach toward identifying genetic determinants of longevity von Managbanag, J R, Witten, Tarynn M, Bonchev, Danail, Fox, Lindsay A, Tsuchiya, Mitsuhiro, Kennedy, Brian K, Kaeberlein, Matt

Volltext

Clarifying Stem-Cell Therapy’s Benefits and Risks von Marks, Peter W, Witten, Celia M, Califf, Robert M

Volltext

A biomechanical model of wound contraction and scar formation von Yang, Le, Witten, Tarynn M., Pidaparti, Ramana M.

Volltext