Daniela Witten - Author - Inventaire

Daniela Witten

2000 -

photo credits: Wikimedia Commons

educated at: Stanford University

occupation: statistician

award received: Raymond J. Carroll Young Investigator Award, NIH Director's Early Independence Award, Fellow of the American Statistical Association, Mortimer Spiegelman Award, Fellow of the Institute of Mathematical Statistics

official website: faculty.washington.edu/dwitten

Daniela M. Witten is an American biostatistician. She is a professor and the Dorothy Gilford Endowed Chair of Mathematical Statistics at the University of Washington. Her research investigates the use of machine learning to understand high-dimensional data. Source: Wikipedia (en)

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An Introduction to Statistical Learning

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Articles 63

Date

Title

Authors

2020-03-26

Multi-scale network regression for brain-phenotype associations

Cedric Huchuan Xia, Bertrand Thirion, Danielle Bassett, Theodore D Satterthwaite, Daniela Witten, Russell T Shinohara, Zaixu Cui, Danilo Bzdok
2019-02-08

Are clusterings of multiple data views independent?

Daniela Witten
2019-02-08

Fast nonconvex deconvolution of calcium imaging data

Paul Fearnhead, Daniela Witten
2019-02-13

Discussion of 'Gene hunting with hidden Markov model knockoffs'

Daniela Witten
2018-05-01

Corrigendum: A systematic comparison reveals substantial differences in chromosomal versus episomal encoding of enhancer activity

Fumitaka Inoue, Martin Kircher, Daniela Witten, Jay Shendure, Michael McManus
2018-10-29

CADD: predicting the deleteriousness of variants throughout the human genome

Jay Shendure, Daniela Witten, Martin Kircher
2018-12

SCALPEL: EXTRACTING NEURONS FROM CALCIUM IMAGING DATA

Daniela Witten
2018-11-13

EXACT SPIKE TRAIN INFERENCE VIA ℓ0 OPTIMIZATION.

Daniela Witten
2018-07-16

Data-adaptive additive modeling

Ashley Petersen, Daniela Witten
2017-04-11

Nearly assumptionless screening for the mutually-exciting multivariate Hawkes process

Daniela Witten
2017-08-07

Network Reconstruction From High-Dimensional Ordinary Differential Equations.

Daniela Witten
2016-11-09

A systematic comparison reveals substantial differences in chromosomal versus episomal encoding of enhancer activity

Fumitaka Inoue, Fumitaka Inoue, Martin Kircher, Beth Martin, Gregory M Cooper, Michael McManus, Nadav Ahituv, Jay Shendure, Daniela Witten
2016-11-10

Fused Lasso Additive Model

Daniela Witten
2016-12-08

Replicates in high dimensions, with applications to latent variable graphical models

Daniela Witten
2016-06-01

Convex Regression with Interpretable Sharp Partitions

Daniela Witten
2016-08-05

Simultaneous detection and estimation of trait associations with genomic phenotypes

Daniela Witten
2016-04-04

Hypothesis testing for differentially correlated features

Daniela Witten
2015-08-12

Convex Modeling of Interactions with Strong Heredity

Daniela Witten
2015-01-01

Pathway Graphical Lasso

Daniela Witten, Maryam Fazel
2015-10-14

Statistical properties of convex clustering

Daniela Witten
2015-05-01

The cluster graphical lasso for improved estimation of Gaussian graphical models

Daniela Witten
2014-07-10

Inferring clonal composition from multiple sections of a breast cancer

Habil Zare, Daniela Witten, William S. Noble
2014-02-02

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

Martin Kircher, Brian J O'Roak, Gregory M Cooper, Jay Shendure, Daniela Witten
2014-01-01

Sparse Biclustering of Transposable Data

Daniela Witten
2014-03-01

Graph Estimation with Joint Additive Models

Daniela Witten
2014-12-01

Detection of an endogenous urinary biomarker associated with CYP2D6 activity using global metabolomics

Daniela Witten, Oliver Fiehn
2014-12-24

Selection and estimation for mixed graphical models

Daniela Witten
2014-02-01

The Cluster Elastic Net for High-Dimensional Regression With Unknown Variable Grouping

Daniela Witten
2014-03-01

The joint graphical lasso for inverse covariance estimation across multiple classes

Daniela Witten
2014-10-01

Learning Graphical Models With Hubs

Daniela Witten, Maryam Fazel
2014-01-01

Node-Based Learning of Multiple Gaussian Graphical Models

Daniela Witten, Maryam Fazel
2013-01-01

Scientific research in the age of omics: the good, the bad, and the sloppy

Robert Tibshirani, Daniela Witten

Human - wd:Q21504196

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