Lista de obras - Daniela Witten - Dominio Público Uruguay

3'-end sequencing for expression quantification (3SEQ) from archival tumor samples

artículo científico publicado en 2010

A Framework for Feature Selection in Clustering ⬇️

artículo científico publicado el 1 de junio de 2010

A comparative study of machine learning methods for authorship attribution

scholarly article by M. L. Jockers & Daniela Witten published 12 April 2010 in Literary and Linguistic Computing

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

artículo científico publicado en 2014

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

artículo científico publicado en 2009

A recoding method to improve the humoral immune response to an HIV DNA vaccine

artículo científico publicado en 2008

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

artículo científico publicado en 2016

An Introduction to Statistical Learning

textbook

Are clusterings of multiple data views independent?

scientific article published on 08 February 2019

Breast Angiosarcoma: Case Series and Expression of Vascular Endothelial Growth Factor ⬇️

artículo científico publicado el 11 de diciembre de 2009

CADD: predicting the deleteriousness of variants throughout the human genome

Convex Modeling of Interactions with Strong Heredity ⬇️

artículo científico publicado en 2015

Convex Regression with Interpretable Sharp Partitions

artículo científico publicado en 2016

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

artículo científico publicado en 2018

Covariance-regularized regression and classification for high-dimensional problems

artículo científico publicado en 2009

Data-adaptive additive modeling

scientific article published on 16 July 2018

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

artículo científico publicado en 2014

Discovery of molecular subtypes in leiomyosarcoma through integrative molecular profiling

artículo científico publicado en 2009

Discussion of 'Gene hunting with hidden Markov model knockoffs'

scientific article published on 13 February 2019

EXACT SPIKE TRAIN INFERENCE VIA ℓ0 OPTIMIZATION.

artículo científico publicado en 2018

Endogenous versus tumor-specific host response to breast carcinoma: a study of stromal response in synchronous breast primaries and biopsy site changes

artículo científico publicado en 2010

Extensions of sparse canonical correlation analysis with applications to genomic data

artículo científico publicado en 2009

Fast nonconvex deconvolution of calcium imaging data

scientific article published on 08 February 2019

Fused Lasso Additive Model

artículo científico publicado en 2016

Graph Estimation with Joint Additive Models

artículo científico publicado en 2014

Hierarchical maintenance of MLL myeloid leukemia stem cells employs a transcriptional program shared with embryonic rather than adult stem cells

artículo científico publicado en 2009

Hypothesis testing for differentially correlated features

artículo científico publicado en 2016

Inferring clonal composition from multiple sections of a breast cancer

artículo científico publicado en 2014

Is GATA3 expression maintained in regional metastases?: a study of paired primary and metastatic urothelial carcinomas

artículo científico publicado en 2013

Learning Graphical Models With Hubs

artículo científico publicado en 2014

Massively parallel functional dissection of mammalian enhancers in vivo

artículo científico publicado en 2012

MicroRNA expression profiles associated with mutational status and survival in malignant melanoma

artículo científico publicado en 2010

Molecular signatures from omics data: from chaos to consensus

artículo científico publicado en 2012

Multi-scale network regression for brain-phenotype associations

artículo científico publicado en 2020

Nearly assumptionless screening for the mutually-exciting multivariate Hawkes process

artículo científico publicado en 2017

Network Reconstruction From High-Dimensional Ordinary Differential Equations

artículo científico publicado en 2017

Node-Based Learning of Multiple Gaussian Graphical Models.

artículo científico publicado en 2014

Nonadaptive explanations for signatures of partial selective sweeps in Drosophila

artículo científico publicado en 2008

Normalization, testing, and false discovery rate estimation for RNA-sequencing data ⬇️

artículo científico publicado el 14 de octubre de 2011

On the assessment of statistical significance of three-dimensional colocalization of sets of genomic elements

artículo científico publicado en 2012

Pathway Graphical Lasso

artículo científico publicado en 2015

Penalized Classification using Fisher’s Linear Discriminant ⬇️

artículo científico publicado el 1 de noviembre de 2011

Penalized unsupervised learning with outliers ⬇️

artículo científico publicado el 1 de enero de 2013

Postoperative pain following foot and ankle surgery: a prospective study

artículo científico publicado en 2008

Reassessing authorship of the Book of Mormon using delta and nearest shrunken centroid classification

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

artículo científico publicado en 2016

SCALPEL: EXTRACTING NEURONS FROM CALCIUM IMAGING DATA

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

artículo científico publicado el 4 de octubre de 2012

Selection and estimation for mixed graphical models

artículo científico publicado en 2014

Simultaneous detection and estimation of trait associations with genomic phenotypes ⬇️

artículo científico publicado en 2016

Sparse Biclustering of Transposable Data

artículo científico publicado en 2014

Sparse Discriminant Analysis

artículo científico publicado en 2011

Statistical properties of convex clustering

artículo científico publicado en 2015

Structured Learning of Gaussian Graphical Models ⬇️

artículo científico publicado en 2012

Survival analysis with high-dimensional covariates

artículo científico publicado en 2009

TESTING SIGNIFICANCE OF FEATURES BY LASSOED PRINCIPAL COMPONENTS.

artículo científico publicado en 2008

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

artículo científico publicado en 2014

The Stanford Integrated Psychosocial Assessment for Transplantation (SIPAT): A New Tool for the Psychosocial Evaluation of Pre-Transplant Candidates ⬇️

artículo científico publicado el 1 de marzo de 2012

The benefits of implant removal from the foot and ankle

artículo científico publicado en 2012

The cluster graphical lasso for improved estimation of Gaussian graphical models

artículo científico publicado en 2015

The joint graphical lasso for inverse covariance estimation across multiple classes

artículo científico publicado en 2014

The prognostic value of tumor-associated macrophages in leiomyosarcoma: a single institution study

artículo científico publicado en 2011

Transcriptional profiling of long non-coding RNAs and novel transcribed regions across a diverse panel of archived human cancers

artículo científico publicado en 2012

Ultra-high throughput sequencing-based small RNA discovery and discrete statistical biomarker analysis in a collection of cervical tumours and matched controls

artículo científico publicado en 2010

Lista de obras de Daniela Witten

3'-end sequencing for expression quantification (3SEQ) from archival tumor samples

A Framework for Feature Selection in Clustering ⬇️

A comparative study of machine learning methods for authorship attribution

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

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

A recoding method to improve the humoral immune response to an HIV DNA vaccine

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

An Introduction to Statistical Learning

Are clusterings of multiple data views independent?

Breast Angiosarcoma: Case Series and Expression of Vascular Endothelial Growth Factor ⬇️

CADD: predicting the deleteriousness of variants throughout the human genome

Convex Modeling of Interactions with Strong Heredity ⬇️

Convex Regression with Interpretable Sharp Partitions

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

Covariance-regularized regression and classification for high-dimensional problems

Data-adaptive additive modeling

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

Discovery of molecular subtypes in leiomyosarcoma through integrative molecular profiling

Discussion of 'Gene hunting with hidden Markov model knockoffs'

EXACT SPIKE TRAIN INFERENCE VIA ℓ0 OPTIMIZATION.

Endogenous versus tumor-specific host response to breast carcinoma: a study of stromal response in synchronous breast primaries and biopsy site changes

Extensions of sparse canonical correlation analysis with applications to genomic data

Fast nonconvex deconvolution of calcium imaging data

Fused Lasso Additive Model

Graph Estimation with Joint Additive Models

Hierarchical maintenance of MLL myeloid leukemia stem cells employs a transcriptional program shared with embryonic rather than adult stem cells

Hypothesis testing for differentially correlated features

Inferring clonal composition from multiple sections of a breast cancer

Is GATA3 expression maintained in regional metastases?: a study of paired primary and metastatic urothelial carcinomas

Learning Graphical Models With Hubs

Massively parallel functional dissection of mammalian enhancers in vivo

MicroRNA expression profiles associated with mutational status and survival in malignant melanoma

Molecular signatures from omics data: from chaos to consensus

Multi-scale network regression for brain-phenotype associations

Nearly assumptionless screening for the mutually-exciting multivariate Hawkes process

Network Reconstruction From High-Dimensional Ordinary Differential Equations

Node-Based Learning of Multiple Gaussian Graphical Models.

Nonadaptive explanations for signatures of partial selective sweeps in Drosophila

Normalization, testing, and false discovery rate estimation for RNA-sequencing data ⬇️

On the assessment of statistical significance of three-dimensional colocalization of sets of genomic elements

Pathway Graphical Lasso

Penalized Classification using Fisher’s Linear Discriminant ⬇️

Penalized unsupervised learning with outliers ⬇️

Postoperative pain following foot and ankle surgery: a prospective study

Reassessing authorship of the Book of Mormon using delta and nearest shrunken centroid classification

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

SCALPEL: EXTRACTING NEURONS FROM CALCIUM IMAGING DATA

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

Selection and estimation for mixed graphical models

Simultaneous detection and estimation of trait associations with genomic phenotypes ⬇️

Sparse Biclustering of Transposable Data

Sparse Discriminant Analysis

Statistical properties of convex clustering

Structured Learning of Gaussian Graphical Models ⬇️

Survival analysis with high-dimensional covariates

TESTING SIGNIFICANCE OF FEATURES BY LASSOED PRINCIPAL COMPONENTS.

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

The Stanford Integrated Psychosocial Assessment for Transplantation (SIPAT): A New Tool for the Psychosocial Evaluation of Pre-Transplant Candidates ⬇️

The benefits of implant removal from the foot and ankle

The cluster graphical lasso for improved estimation of Gaussian graphical models

The joint graphical lasso for inverse covariance estimation across multiple classes

The prognostic value of tumor-associated macrophages in leiomyosarcoma: a single institution study

Transcriptional profiling of long non-coding RNAs and novel transcribed regions across a diverse panel of archived human cancers

Ultra-high throughput sequencing-based small RNA discovery and discrete statistical biomarker analysis in a collection of cervical tumours and matched controls