Simultaneous Discovery, Estimation and Prediction Analysis of Complex Traits Using a Bayesian Mixture Model

Priors in Whole-Genome Regression: The Bayesian Alphabet Returns

(2013) D. Gianola   GENETICS

Projecting the performance of risk prediction based on polygenic analyses of genome-wide association studies

(2013) Nilanjan Chatterjee et al.   NATURE GENETICS

Fast Genomic Predictions via Bayesian G-BLUP and Multilocus Models of Threshold Traits Including Censored Gaussian Data

(2013) Hanni P. Kärkkäinen et al.   G3-Genes Genomes Genetics

Leveraging Prior Information to Detect Causal Variants via Multi-Variant Regression

(2013) Nanye Long et al.   PLoS Computational Biology

Prediction of Complex Human Traits Using the Genomic Best Linear Unbiased Predictor

(2013) Gustavo de los Campos et al.   PLoS Genetics

Power and Predictive Accuracy of Polygenic Risk Scores

(2013) Frank Dudbridge   PLoS Genetics

Polygenic Modeling with Bayesian Sparse Linear Mixed Models

(2013) Xiang Zhou et al.   PLoS Genetics

Improved Heritability Estimation from Genome-wide SNPs

(2012) Doug Speed et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Genome position specific priors for genomic prediction

(2012) Rasmus Brøndum et al.   BMC GENOMICS

Performance and Robustness of Penalized and Unpenalized Methods for Genetic Prediction of Complex Human Disease

(2012) Gad Abraham et al.   GENETIC EPIDEMIOLOGY

Estimation and partitioning of polygenic variation captured by common SNPs for Alzheimer's disease, multiple sclerosis and endometriosis

(2012) S. H. Lee et al.   HUMAN MOLECULAR GENETICS

Improving accuracy of genomic predictions within and between dairy cattle breeds with imputed high-density single nucleotide polymorphism panels

(2012) M. Erbe et al.   JOURNAL OF DAIRY SCIENCE

Estimating the proportion of variation in susceptibility to schizophrenia captured by common SNPs

(2012) S Hong Lee et al.   NATURE GENETICS

Bayesian inference analyses of the polygenic architecture of rheumatoid arthritis

(2012) Eli A Stahl et al.   NATURE GENETICS

Genome-wide efficient mixed-model analysis for association studies

(2012) Xiang Zhou et al.   NATURE GENETICS

Bayesian Variable Selection in Searching for Additive and Dominant Effects in Genome-Wide Data

(2012) Tomi Peltola et al.   PLoS One

Characterizing linkage disequilibrium and evaluating imputation power of human genomic insertion-deletion polymorphisms

(2012) James T Lu et al.   GENOME BIOLOGY

Estimating Missing Heritability for Disease from Genome-wide Association Studies

(2011) Sang Hong Lee et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Bayesian variable selection regression for genome-wide association studies and other large-scale problems

(2011) Yongtao Guan et al.   Annals of Applied Statistics

Extension of the bayesian alphabet for genomic selection

(2011) David Habier et al.   BMC BIOINFORMATICS

Genome partitioning of genetic variation for complex traits using common SNPs

(2011) Jian Yang et al.   NATURE GENETICS

GCTA: A Tool for Genome-wide Complex Trait Analysis

(2010) Jian Yang et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Genomic selection and complex trait prediction using a fast EM algorithm applied to genome-wide markers

(2010) Ross K Shepherd et al.   BMC BIOINFORMATICS

Risk prediction using genome-wide association studies

(2010) Charles Kooperberg et al.   GENETIC EPIDEMIOLOGY

Accurate Prediction of Genetic Values for Complex Traits by Whole-Genome Resequencing

(2010) T. Meuwissen et al.   GENETICS

Common SNPs explain a large proportion of the heritability for human height

(2010) Jian Yang et al.   NATURE GENETICS

Predicting genetic predisposition in humans: the promise of whole-genome markers

(2010) Gustavo de los Campos et al.   NATURE REVIEWS GENETICS

Estimating Effects and Making Predictions from Genome-Wide Marker Data

(2010) Michael E. Goddard et al.   STATISTICAL SCIENCE

The Genetic Interpretation of Area under the ROC Curve in Genomic Profiling

(2010) Naomi R. Wray et al.   PLoS Genetics

Harnessing the information contained within genome-wide association studies to improve individual prediction of complex disease risk

(2009) David M. Evans et al.   HUMAN MOLECULAR GENETICS

From Disease Association to Risk Assessment: An Optimistic View from Genome-Wide Association Studies on Type 1 Diabetes

(2009) Zhi Wei et al.   PLoS Genetics

Prediction of individual genetic risk of complex disease

(2008) Naomi R Wray et al.   CURRENT OPINION IN GENETICS & DEVELOPMENT

Genomic selection: prediction of accuracy and maximisation of long term response

(2008) Mike Goddard   GENETICA

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

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