TESTING SIGNIFICANCE OF FEATURES BY LASSOED PRINCIPAL COMPONENTS. (Q42128404)

17 October 2017

TESTING SIGNIFICANCE OF FEATURES BY LASSOED PRINCIPAL COMPONENTS. (English)

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principal component analysis

17 October 2017

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2

Robert Tibshirani

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Daniela Witten

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Daniela M Witten

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publication date

1 September 2008

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The Annals of Applied Statistics

17 October 2017

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17 October 2017

2

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17 October 2017

3

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17 October 2017

986-1012

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PMC publication ID

2743444

maintained by WikiProject

17 October 2017

WikiProject Mathematics

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cites work

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Capturing heterogeneity in gene expression studies by surrogate variable analysis

29 May 2018

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The consensus coding sequences of human breast and colorectal cancers

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Principal components analysis corrects for stratification in genome-wide association studies

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Linear models and empirical bayes methods for assessing differential expression in microarray experiments

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Microarray data analysis: from disarray to consolidation and consensus

29 May 2018

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Gene expression profiling predicts survival in conventional renal cell carcinoma

29 May 2018

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29 May 2018

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29 May 2018

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Statistical tests for differential expression in cDNA microarray experiments

29 May 2018

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Gene-expression profiles predict survival of patients with lung adenocarcinoma

29 May 2018

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

29 May 2018

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Significance analysis of microarrays applied to the ionizing radiation response

29 May 2018

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Singular value decomposition for genome-wide expression data processing and modeling

29 May 2018

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Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays

29 May 2018

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29 May 2018

1 reference

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

17 August 2018

1 reference

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17 August 2018

Identifiers

DOI

10.1214/08-AOAS182

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17 October 2017

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1 reference

PMC publication ID

2743444

17 October 2017

PubMed publication ID

19756232

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PMC publication ID

2743444