4.6 Article

Efficient estimation of SNP heritability using Gaussian predictive process in large scale cohort studies

Related references

Note: Only part of the references are listed.
Article Genetics & Heredity

Estimating SNP heritability in presence of population substructure in biobank-scale datasets

Zhaotong Lin et al.

Summary: This study proposes a method for estimating single nucleotide polymorphism heritability in the presence of population substructure. The method is computationally efficient and provides an asymptotically unbiased estimate of heritability.

GENETICS (2022)

Article Biology

A Case Study Competition Among Methods for Analyzing Large Spatial Data

Matthew J. Heaton et al.

JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS (2019)

Article Genetics & Heredity

Reevaluation of SNP heritability in complex human traits

Doug Speed et al.

NATURE GENETICS (2017)

Article Genetics & Heredity

Phenome-wide heritability analysis of the UK Biobank

Tian Ge et al.

PLOS GENETICS (2017)

Article Genetics & Heredity

Population Structure of UK Biobank and Ancient Eurasians Reveals Adaptation at Genes Influencing Blood Pressure

Kevin J. Galinsky et al.

AMERICAN JOURNAL OF HUMAN GENETICS (2016)

Article Statistics & Probability

ON HIGH-DIMENSIONAL MISSPECIFIED MIXED MODEL ANALYSIS IN GENOME-WIDE ASSOCIATION STUDY

Jiming Jiang et al.

ANNALS OF STATISTICS (2016)

Article Health Care Sciences & Services

Million Veteran Program: A mega-biobank to study genetic influences on health and disease

John Michael Gaziano et al.

JOURNAL OF CLINICAL EPIDEMIOLOGY (2016)

Article Multidisciplinary Sciences

Multidimensional heritability analysis of neuroanatomical shape

Tian Ge et al.

NATURE COMMUNICATIONS (2016)

Editorial Material Medicine, General & Internal

A Public Health Perspective on a National Precision Medicine Cohort Balancing Long-term Knowledge Generation With Early Health Benefit

Muin J. Khoury et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2015)

Article Genetics & Heredity

LD Score regression distinguishes confounding from polygenicity in genome-wide association studies

Brendan K. Bulik-Sullivan et al.

NATURE GENETICS (2015)

Article Genetics & Heredity

Efficient Bayesian mixed-model analysis increases association power in large cohorts

Po-Ru Loh et al.

NATURE GENETICS (2015)

Article Biochemistry & Molecular Biology

MultiBLUP: improved SNP-based prediction for complex traits

Doug Speed et al.

GENOME RESEARCH (2014)

Article Biochemical Research Methods

Efficient multivariate linear mixed model algorithms for genome-wide association studies

Xiang Zhou et al.

NATURE METHODS (2014)

Editorial Material Cell Biology

UK Biobank Data: Come and Get It

Naomi E. Allen et al.

SCIENCE TRANSLATIONAL MEDICINE (2014)

Article Genetics & Heredity

Improved Heritability Estimation from Genome-wide SNPs

Doug Speed et al.

AMERICAN JOURNAL OF HUMAN GENETICS (2012)

Article Genetics & Heredity

Genome-wide efficient mixed-model analysis for association studies

Xiang Zhou et al.

NATURE GENETICS (2012)

Article Genetics & Heredity

GCTA: A Tool for Genome-wide Complex Trait Analysis

Jian Yang et al.

AMERICAN JOURNAL OF HUMAN GENETICS (2011)

Article Biochemical Research Methods

FaST linear mixed models for genome-wide association studies

Christoph Lippert et al.

NATURE METHODS (2011)

Article Computer Science, Interdisciplinary Applications

Improving the performance of predictive process modeling for large datasets

Andrew O. Finley et al.

COMPUTATIONAL STATISTICS & DATA ANALYSIS (2009)

Article Statistics & Probability

Stationary process approximation for the analysis of large spatial datasets

Sudipto Banerjee et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2008)

Review Genetics & Heredity

Genetic relatedness analysis: modern data and new challenges

Bruce S. Weir et al.

NATURE REVIEWS GENETICS (2006)

Article Genetics & Heredity

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

Alkes L. Price et al.

NATURE GENETICS (2006)

Review Genetics & Heredity

Genealogical trees, coalescent theory and the analysis of genetic polymorphisms

NA Rosenberg et al.

NATURE REVIEWS GENETICS (2002)

Review Genetics & Heredity

Linkage disequilibrium in humans: Models and data

JK Pritchard et al.

AMERICAN JOURNAL OF HUMAN GENETICS (2001)