Daniela Witten
Daniela Witten
Professor of Statistics & Biostatistics, Dorothy Gilford Endowed Chair, University of Washington
Verifisert e-postadresse på u.washington.edu - Startside
Sitert av
Sitert av
An introduction to statistical learning
G James, D Witten, T Hastie, R Tibshirani
springer, 2013
A general framework for estimating the relative pathogenicity of human genetic variants
M Kircher, DM Witten, P Jain, BJ O'roak, GM Cooper, J Shendure
Nature genetics 46 (3), 310-315, 2014
CADD: predicting the deleteriousness of variants throughout the human genome
P Rentzsch, D Witten, GM Cooper, J Shendure, M Kircher
Nucleic acids research 47 (D1), D886-D894, 2019
A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis
DM Witten, R Tibshirani, T Hastie
Biostatistics 10 (3), 515-534, 2009
The joint graphical lasso for inverse covariance estimation across multiple classes
P Danaher, P Wang, DM Witten
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2014
A framework for feature selection in clustering
DM Witten, R Tibshirani
Journal of the American Statistical Association 105 (490), 713-726, 2010
Sparse discriminant analysis
L Clemmensen, T Hastie, D Witten, B Ersbøll
Technometrics 53 (4), 406-413, 2011
Massively parallel functional dissection of mammalian enhancers in vivo
RP Patwardhan, JB Hiatt, DM Witten, MJ Kim, RP Smith, D May, C Lee, ...
Nature biotechnology 30 (3), 265-270, 2012
Extensions of sparse canonical correlation analysis with applications to genomic data
DM Witten, RJ Tibshirani
Statistical applications in genetics and molecular biology 8 (1), 2009
Penalized classification using Fisher’s linear discriminant
DM Witten, R Tibshirani
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2011
Normalization, testing, and false discovery rate estimation for RNA-sequencing data
J Li, DM Witten, IM Johnstone, R Tibshirani
Biostatistics 13 (3), 523-538, 2012
New insights and faster computations for the graphical lasso
DM Witten, JH Friedman, N Simon
Journal of Computational and Graphical Statistics 20 (4), 892-900, 2011
Hierarchical maintenance of MLL myeloid leukemia stem cells employs a transcriptional program shared with embryonic rather than adult stem cells
TCP Somervaille, CJ Matheny, GJ Spencer, M Iwasaki, JL Rinn, ...
Cell stem cell 4 (2), 129-140, 2009
The Stanford Integrated Psychosocial Assessment for Transplantation (SIPAT): a new tool for the psychosocial evaluation of pre-transplant candidates
JR Maldonado, HC Dubois, EE David, Y Sher, S Lolak, J Dyal, D Witten
Psychosomatics 53 (2), 123-132, 2012
A large-scale standardized physiological survey reveals functional organization of the mouse visual cortex
SEJ de Vries, JA Lecoq, MA Buice, PA Groblewski, GK Ocker, M Oliver, ...
Nature neuroscience 23 (1), 138-151, 2020
A systematic comparison reveals substantial differences in chromosomal versus episomal encoding of enhancer activity
F Inoue, M Kircher, B Martin, GM Cooper, DM Witten, MT McManus, ...
Genome research 27 (1), 38-52, 2017
Covariance-regularized regression and classification for high dimensional problems
DM Witten, R Tibshirani
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2009
MicroRNA expression profiles associated with mutational status and survival in malignant melanoma
S Caramuta, S Egyházi, M Rodolfo, D Witten, J Hansson, C Larsson, ...
Journal of Investigative Dermatology 130 (8), 2062-2070, 2010
Transcriptional profiling of long non-coding RNAs and novel transcribed regions across a diverse panel of archived human cancers
AL Brunner, AH Beck, B Edris, RT Sweeney, SX Zhu, R Li, K Montgomery, ...
Genome biology 13, 1-13, 2012
A comparative study of machine learning methods for authorship attribution
ML Jockers, DM Witten
Literary and Linguistic Computing 25 (2), 215-223, 2010
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