Robustness of Bayesian Multilocus Association Models to Cryptic Relatedness

Back to Basics for Bayesian Model Building in Genomic Selection

(2012) Hanni P. Kärkkäinen et al.   GENETICS

Estimation of Quantitative Trait Locus Effects with Epistasis by Variational Bayes Algorithms

(2011) Zitong Li et al.   GENETICS

FaST linear mixed models for genome-wide association studies

(2011) Christoph Lippert et al.   NATURE METHODS

Joint Identification of Multiple Genetic Variants via Elastic-Net Variable Selection in a Genome-Wide Association Analysis

(2010) Seoae Cho et al.   ANNALS OF HUMAN GENETICS

The Bayesian lasso for genome-wide association studies

(2010) Jiahan Li et al.   BIOINFORMATICS

SNP Selection in genome-wide and candidate gene studies via penalized logistic regression

(2010) Kristin L. Ayers et al.   GENETIC EPIDEMIOLOGY

Extended Bayesian LASSO for Multiple Quantitative Trait Loci Mapping and Unobserved Phenotype Prediction

(2010) C. M. Mutshinda et al.   GENETICS

An expectation–maximization algorithm for the Lasso estimation of quantitative trait locus effects

(2010) S Xu   HEREDITY

Overview of techniques to account for confounding due to population stratification and cryptic relatedness in genomic data association analyses

(2010) M J Sillanpää   HEREDITY

Variance component model to account for sample structure in genome-wide association studies

(2010) Hyun Min Kang et al.   NATURE GENETICS

New approaches to population stratification in genome-wide association studies

(2010) Alkes L. Price et al.   NATURE REVIEWS GENETICS

Population Structure and Cryptic Relatedness in Genetic Association Studies

(2010) William Astle et al.   STATISTICAL SCIENCE

Genome-wide association analysis by lasso penalized logistic regression

(2009) Tong Tong Wu et al.   BIOINFORMATICS

Software engineering the mixed model for genome-wide association studies on large samples

(2009) Z. Zhang et al.   BRIEFINGS IN BIOINFORMATICS

Correcting for relatedness in Bayesian models for genomic data association analysis

(2009) P Pikkuhookana et al.   HEREDITY

Efficient Control of Population Structure in Model Organism Association Mapping

(2008) H. M. Kang et al.   GENETICS

Bayesian LASSO for Quantitative Trait Loci Mapping

(2008) Nengjun Yi et al.   GENETICS

Efficient Methods to Compute Genomic Predictions

(2008) P.M. VanRaden   JOURNAL OF DAIRY SCIENCE

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Simultaneous Analysis of All SNPs in Genome-Wide and Re-Sequencing Association Studies

(2008) Clive J. Hoggart et al.   PLoS Genetics