(Q36504742)

14 August 2017

1 reference

Correction for population stratification in random forest analysis (English)

1 reference

14 August 2017

1 reference

4

Xihong Lin

1 reference

14 August 2017

7

David C Christiani

1 reference

14 August 2017

Yang Zhao

1

1 reference

14 August 2017

Feng Chen

2

1 reference

14 August 2017

Rihong Zhai

3

1 reference

14 August 2017

Zhaoxi Wang

5

1 reference

14 August 2017

Li Su

6

1 reference

14 August 2017

12 November 2012

1 reference

International Journal of Epidemiology

14 August 2017

1 reference

14 August 2017

41

1 reference

14 August 2017

6

1 reference

14 August 2017

1798-1806

1 reference

A comparison of approaches to account for uncertainty in analysis of imputed genotypes

14 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

MaCH: using sequence and genotype data to estimate haplotypes and unobserved genotypes

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Multigenic modeling of complex disease by random forests

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Interrogating local population structure for fine mapping in genome-wide association studies.

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

New approaches to population stratification in genome-wide association studies

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

An application of Random Forests to a genome-wide association dataset: methodological considerations & new findings

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Genome-wide association studies in diverse populations

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

The behaviour of random forest permutation-based variable importance measures under predictor correlation

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Correcting population stratification in genetic association studies using a phylogenetic approach

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Detecting gene-by-smoking interactions in a genome-wide association study of early-onset coronary heart disease using random forests

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Evaluation of random forests performance for genome-wide association studies in the presence of interaction effects

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Conditional variable importance for random forests

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Classification of rheumatoid arthritis status with candidate gene and genome-wide single-nucleotide polymorphisms using random forests

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Biostatistical aspects of genome-wide association studies

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Second hand smoke, age of exposure and lung cancer risk

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Population structure and eigenanalysis

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

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

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Recent developments in genomewide association scans: a workshop summary and review

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Genome-wide association studies for common diseases and complex traits

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

The effects of human population structure on large genetic association studies

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Assessing the impact of population stratification on genetic association studies

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Genetic dissection of complex traits

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

30 September 2017

Enriched random forests

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Predictor correlation impacts machine learning algorithms: implications for genomic studies.

28 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3535752

Identifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival Forests

21 September 2018

1 reference

Crossref

https://api.crossref.org/works/10.1093%2FIJE%2FDYS183

Demonstrating stratification in a European American population

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1093%2FIJE%2FDYS183

Genome-wide association studies: past, present and future

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23148107

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Improved correction for population stratification in genome-wide association studies by identifying hidden population structures

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23148107

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1093/IJE/DYS183

1 reference

14 August 2017

1 reference

14 August 2017

PubMed publication ID

23148107

1 reference