Genetic Prediction of Quantitative Lipid Traits: Comparing Shrinkage Models to Gene Scores

Sample Size Considerations of Prediction-Validation Methods in High-Dimensional Data for Survival Outcomes

(2013) Herbert Pang et al.   GENETIC EPIDEMIOLOGY

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

(2013) Nilanjan Chatterjee et al.   NATURE 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

Influence of common genetic variation on blood lipid levels, cardiovascular risk, and coronary events in two British prospective cohort studies

(2012) Sonia Shah et al.   EUROPEAN HEART JOURNAL

A gene-centric analysis of activated partial thromboplastin time and activated protein C resistance using the HumanCVD focused genotyping array

(2012) Tom R Gaunt et al.   EUROPEAN JOURNAL OF HUMAN GENETICS

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

(2012) Gad Abraham et al.   GENETIC EPIDEMIOLOGY

Genome-wide association study identifies multiple loci influencing human serum metabolite levels

(2012) Johannes Kettunen et al.   NATURE GENETICS

Estimating Missing Heritability for Disease from Genome-wide Association Studies

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

Using Penalised Logistic Regression to Fine Map HLA Variants for Rheumatoid Arthritis

(2011) Charlotte M. Vignal et al.   ANNALS OF HUMAN GENETICS

Significance testing in ridge regression for genetic data

(2011) Erika Cule et al.   BMC BIOINFORMATICS

Beyond Missing Heritability: Prediction of Complex Traits

(2011) Robert Makowsky et al.   PLoS Genetics

Risk prediction using genome-wide association studies

(2010) Charles Kooperberg et al.   GENETIC EPIDEMIOLOGY

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

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

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

(2010) Yun Li et al.   GENETIC EPIDEMIOLOGY

Biological, clinical and population relevance of 95 loci for blood lipids

(2010) Tanya M. Teslovich et al.   NATURE

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

(2010) Jian Yang et al.   NATURE GENETICS

Estimating Effects and Making Predictions from Genome-Wide Marker Data

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

Gene-centric Association Signals for Lipids and Apolipoproteins Identified via the HumanCVD BeadChip

(2009) Philippa J. Talmud et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Genotype Imputation

(2009) Yun Li et al.   Annual Review of Genomics and Human Genetics

Genome-wide association analysis by lasso penalized logistic regression

(2009) Tong Tong Wu et al.   BIOINFORMATICS

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

Prediction and Interaction in Complex Disease Genetics: Experience in Type 1 Diabetes

(2009) David G. Clayton   PLoS Genetics

Genome-based prediction of common diseases: advances and prospects

(2008) A. C. J.W. Janssens et al.   HUMAN MOLECULAR GENETICS

Polygenes, Risk Prediction, and Targeted Prevention of Breast Cancer

(2008) Paul D.P. Pharoah et al.   NEW ENGLAND JOURNAL OF MEDICINE

Predicting Unobserved Phenotypes for Complex Traits from Whole-Genome SNP Data

(2008) Sang Hong Lee et al.   PLoS Genetics

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

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