Related references
Note: Only part of the references are listed.Performance and Robustness of Penalized and Unpenalized Methods for Genetic Prediction of Complex Human Disease
Gad Abraham et al.
GENETIC EPIDEMIOLOGY (2013)
SNP interaction detection with Random Forests in high-dimensional genetic data
Stacey J. Winham et al.
BMC BIOINFORMATICS (2012)
Genome-wide association mapping including phenotypes from relatives without genotypes
H. Wang et al.
GENETICS RESEARCH (2012)
Investigating Hardy-Weinberg equilibrium in case-control or cohort studies or meta-analysis
Andreas Ziegler et al.
BREAST CANCER RESEARCH AND TREATMENT (2011)
Letter to the Editor: On the stability and ranking of predictors from random forest variable importance measures
Kristin K. Nicodemus
BRIEFINGS IN BIOINFORMATICS (2011)
Genome-wide prediction of discrete traits using bayesian regressions and machine learning
Oscar Gonzalez-Recio et al.
GENETICS SELECTION EVOLUTION (2011)
Bioinformatics challenges for genome-wide association studies
Jason H. Moore et al.
BIOINFORMATICS (2010)
The behaviour of random forest permutation-based variable importance measures under predictor correlation
Kristin K. Nicodemus et al.
BMC BIOINFORMATICS (2010)
An application of Random Forests to a genome-wide association dataset: Methodological considerations & new findings
Benjamin A. Goldstein et al.
BMC GENETICS (2010)
A screening methodology based on Random Forests to improve the detection of gene-gene interactions
Lizzy De Lobel et al.
EUROPEAN JOURNAL OF HUMAN GENETICS (2010)
Variance component model to account for sample structure in genome-wide association studies
Hyun Min Kang et al.
NATURE GENETICS (2010)
Predictor correlation impacts machine learning algorithms: implications for genomic studies
Kristin K. Nicodemus et al.
BIOINFORMATICS (2009)
Performance of random forest when SNPs are in linkage disequilibrium
Yan A. Meng et al.
BMC BIOINFORMATICS (2009)
A random forest approach to the detection of epistatic interactions in case-control studies
Rui Jiang et al.
BMC BIOINFORMATICS (2009)
From Disease Association to Risk Assessment: An Optimistic View from Genome-Wide Association Studies on Type 1 Diabetes
Zhi Wei et al.
PLOS GENETICS (2009)
Genome-wide association studies for complex traits: consensus, uncertainty and challenges
Mark I. McCarthy et al.
NATURE REVIEWS GENETICS (2008)
PLINK: A tool set for whole-genome association and population-based linkage analyses
Shaun Purcell et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2007)
Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls
Paul R. Burton et al.
NATURE (2007)
A tutorial on statistical methods for population association studies
David J. Balding
NATURE REVIEWS GENETICS (2006)
Extremely randomized trees
P Geurts et al.
MACHINE LEARNING (2006)
Haploview: analysis and visualization of LD and haplotype maps
JC Barrett et al.
BIOINFORMATICS (2005)
Statistics review 8: Qualitative data - tests of association
V Bewick et al.
CRITICAL CARE (2004)
Screening large-scale association study data: exploiting interactions using random forests
KL Lunetta et al.
BMC GENETICS (2004)
Mapping complex traits using Random Forests
A Bureau et al.
BMC GENETICS (2003)
Share Paper
