(Q34307433)

1 August 2017

title

Use of wrapper algorithms coupled with a random forests classifier for variable selection in large-scale genomic association studies (English)

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1 August 2017

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7

Eric Boerwinkle

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Alanna Morrison

object named as

Alanna C Morrison

4

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Josef Coresh

6

object named as

Josef Coresh

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1 August 2017

Andrei S Rodin

1

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1 August 2017

Anatoliy Litvinenko

2

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1 August 2017

Kathy Klos

3

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1 August 2017

Trevor Woodage

5

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1 August 2017

publication date

1 December 2009

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Journal of Computational Biology

1 August 2017

published in

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1 August 2017

volume

16

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1 August 2017

issue

12

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1 August 2017

page(s)

1705-1718

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The challenge for genetic epidemiologists: how to analyze large numbers of SNPs in relation to complex diseases

1 August 2017

cites work

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Gene selection and classification of microarray data using random forest.

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Complement factor H polymorphism in age-related macular degeneration

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Mining genetic epidemiology data with Bayesian networks application to APOE gene variation and plasma lipid levels

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Screening large-scale association study data: exploiting interactions using random forests

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Mathematical multi-locus approaches to localizing complex human trait genes

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Selection bias in gene extraction on the basis of microarray gene-expression data

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Trimming, weighting, and grouping SNPs in human case-control association studies

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

A combinatorial partitioning method to identify multilocus genotypic partitions that predict quantitative trait variation

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Classification methods for confronting heterogeneity

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

The Atherosclerosis Risk in Communities (ARIC) Study: design and objectives. The ARIC investigators

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Analysis of multiple SNPs in genetic association studies: comparison of three multi-locus methods to prioritize and select SNPs.

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Positive selection in the human genome inferred from human-chimp-mouse orthologous gene alignments.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Is cross-validation better than resubstitution for ranking genes?

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Random forest: a classification and regression tool for compound classification and QSAR modeling

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Multifactor dimensionality reduction software for detecting gene-gene and gene-environment interactions.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

Identifying SNPs predictive of phenotype using random forests

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2980837

28 October 2018

Identifiers

DOI

10.1089/CMB.2008.0037

1 reference

journals/jcb/RodinLKMWCB09

1 August 2017

DBLP publication ID

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DBLP Dataset 2021-01-02

28 January 2021

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1 August 2017

1 reference