(Q37572162)

21 August 2017

1 reference

title

Survival analysis with high-dimensional covariates (English)

1 reference

21 August 2017

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2

Robert Tibshirani

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Daniela Witten

series ordinal

1

object named as

Daniela M Witten

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publication date

4 August 2009

1 reference

Statistical Methods in Medical Research

21 August 2017

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21 August 2017

19

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21 August 2017

1

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21 August 2017

29-51

1 reference

Covariance-regularized regression and classification for high-dimensional problems

21 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Univariate shrinkage in the cox model for high dimensional data

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Genomewide association analysis of coronary artery disease

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Predicting survival from microarray data--a comparative study

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Assessment of survival prediction models based on microarray data

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Genome-wide association study identifies new susceptibility loci for Crohn disease and implicates autophagy in disease pathogenesis

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

A genome-wide association study identifies novel risk loci for type 2 diabetes

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

A genome-wide association study identifies IL23R as an inflammatory bowel disease gene

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

A tutorial on statistical methods for population association studies

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Partial least squares: a versatile tool for the analysis of high-dimensional genomic data

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Additive risk models for survival data with high-dimensional covariates

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Microarray data analysis: from disarray to consolidation and consensus

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Gene expression profiling predicts survival in conventional renal cell carcinoma

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Microarray gene expression data with linked survival phenotypes: diffuse large-B-cell lymphoma revisited

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Cross-validated Cox regression on microarray gene expression data

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Penalized Cox regression analysis in the high-dimensional and low-sample size settings, with applications to microarray gene expression data

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Genome-wide association studies for common diseases and complex traits

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Boosting proportional hazards models using smoothing splines, with applications to high-dimensional microarray data

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Partial Cox regression analysis for high-dimensional microarray gene expression data

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Dimension reduction methods for microarrays with application to censored survival data

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Semi-supervised methods to predict patient survival from gene expression data

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Statistical significance for genomewide studies

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Repeated observation of breast tumor subtypes in independent gene expression data sets

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Statistical tests for differential expression in cDNA microarray experiments

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Partial least squares proportional hazard regression for application to DNA microarray survival data

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Linking gene expression data with patient survival times using partial least squares

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Gene-expression profiles predict survival of patients with lung adenocarcinoma

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Gene expression profiling predicts clinical outcome of breast cancer

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Multiclass cancer diagnosis using tumor gene expression signatures

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Significance analysis of microarrays applied to the ionizing radiation response

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Supervised harvesting of expression trees

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Time-dependent ROC curves for censored survival data and a diagnostic marker

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Molecular classification of cancer: class discovery and class prediction by gene expression monitoring

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Assessment and comparison of prognostic classification schemes for survival data.

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Distinctive gene expression patterns in human mammary epithelial cells and breast cancers

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Cluster analysis and display of genome-wide expression patterns

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Improved statistical tests for differential gene expression by shrinking variance components estimates.

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

TESTING SIGNIFICANCE OF FEATURES BY LASSOED PRINCIPAL COMPONENTS.

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

The optimal discovery procedure for large-scale significance testing, with applications to comparative microarray experiments

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Pre-validation and inference in microarrays.

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Cross-validation in survival analysis.

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4806549

Gene-Expression Profiles in Hereditary Breast Cancer

1 September 2018

1 reference

Crossref

https://api.crossref.org/works/10.1177%2F0962280209105024

The Dantzig selector: Statistical estimation when p is much larger than n

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1177%2F0962280209105024

Penalized likelihood in Cox regression

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/19654171

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1177/0962280209105024

1 reference

21 August 2017

1 reference

PMC publication ID

4806549

21 August 2017

PubMed publication ID

19654171

1 reference

PMC publication ID

4806549