Survival analysis with high-dimensional covariates: an application in microarray studies. (Q40470966)

20 September 2017

Survival analysis with high-dimensional covariates: an application in microarray studies. (English)

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20 September 2017

1 reference

David Engler

1

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PMCID

2867485

20 September 2017

Yi Li

series ordinal

2

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20 September 2017

11 February 2009

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Statistical Applications in Genetics and Molecular Biology

20 September 2017

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20 September 2017

8

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20 September 2017

Article 14

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PMCID

2867485

maintained by WikiProject

20 September 2017

WikiProject Mathematics

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cites work

ON THE ADAPTIVE ELASTIC-NET WITH A DIVERGING NUMBER OF PARAMETERS.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Tuning parameter selectors for the smoothly clipped absolute deviation method

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Doubly penalized buckley-james method for survival data with high-dimensional covariates

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Predicting patient survival from microarray data by accelerated failure time modeling using partial least squares and LASSO.

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Bayesian variable selection for the analysis of microarray data with censored outcomes

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

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

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

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

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Threshold gradient descent method for censored data regression with applications in pharmacogenomics

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Kernel Cox regression models for linking gene expression profiles to censored survival data.

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Penalized partial likelihood regression for right-censored data with bootstrap selection of the penalty parameter

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

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

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

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

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

The accelerated failure time model: a useful alternative to the Cox regression model in survival analysis

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Exploring the nature of covariate effects in the proportional hazards model.

22 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Variable Selection using MM Algorithms

15 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Variable selection for proportional odds model

20 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Regularized estimation in the accelerated failure time model with high-dimensional covariates.

20 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

Cross-validation in survival analysis.

20 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2867485

20 August 2018

Identifiers

DOI

10.2202/1544-6115.1423

1 reference

20 September 2017

1 reference

20 September 2017

1 reference

PMCID

2867485