A computationally efficient Bayesian seemingly unrelated regressions model for high‐dimensional quantitative trait loci discovery

A global-local approach for detecting hotspots in multiple-response regression

(2020) Hélène Ruffieux et al.   Annals of Applied Statistics

Bayesian Variable Selection for Gaussian Copula Regression Models

(2020) Angelos Alexopoulos et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

metaCCA: summary statistics-based multivariate meta-analysis of genome-wide association studies using canonical correlation analysis

(2016) Anna Cichonska et al.   BIOINFORMATICS

Genome-wide study for circulating metabolites identifies 62 loci and reveals novel systemic effects of LPA

(2016) Johannes Kettunen et al.   Nature Communications

MT-HESS: an efficient Bayesian approach for simultaneous association detection in OMICS datasets, with application to eQTL mapping in multiple tissues

(2015) Alex Lewin et al.   BIOINFORMATICS

Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression

(2014) Pekka Marttinen et al.   BIOINFORMATICS

Efficient local updates for undirected graphical models

(2014) Francesco Stingo et al.   STATISTICS AND COMPUTING

Joint High-Dimensional Bayesian Variable and Covariance Selection with an Application to eQTL Analysis

(2013) Anindya Bhadra et al.   BIOMETRICS

Sampling decomposable graphs using a Markov chain on junction trees

(2013) P. J. Green et al.   BIOMETRIKA

Matrix eQTL: ultra fast eQTL analysis via large matrix operations

(2012) A. A. Shabalin   BIOINFORMATICS

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

(2012) Johannes Kettunen et al.   NATURE GENETICS

An Integrated Hierarchical Bayesian Model for Multivariate eQTL Mapping

(2012) Marie Pier Scott-Boyer et al.   Statistical Applications in Genetics and Molecular Biology

Joint Modelling of Confounding Factors and Prominent Genetic Regulators Provides Increased Accuracy in Genetical Genomics Studies

(2012) Nicoló Fusi et al.   PLoS Computational Biology

Novel Loci for Metabolic Networks and Multi-Tissue Expression Studies Reveal Genes for Atherosclerosis

(2012) Michael Inouye et al.   PLoS Genetics

Bayesian Detection of Expression Quantitative Trait Loci Hot Spots

(2011) Leonardo Bottolo et al.   GENETICS

A Metropolis-Hastings based method for sampling from the G-Wishart distribution in Gaussian graphical models

(2011) Nicholas Mitsakakis et al.   Electronic Journal of Statistics

Sparse seemingly unrelated regression modelling: Applications in finance and econometrics

(2010) Hao Wang   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Sparse Multivariate Regression With Covariance Estimation

(2010) Adam J. Rothman et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

A direct Monte Carlo approach for Bayesian analysis of the seemingly unrelated regression model

(2010) Arnold Zellner et al.   JOURNAL OF ECONOMETRICS

New Insights into the Genetic Control of Gene Expression using a Bayesian Multi-tissue Approach

(2010) Enrico Petretto et al.   PLoS Computational Biology

High-throughput serum NMR metabonomics for cost-effective holistic studies on systemic metabolism

(2009) Pasi Soininen et al.   ANALYST

Enumerating the Junction Trees of a Decomposable Graph

(2009) Alun Thomas et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Examples of Adaptive MCMC

(2009) Gareth O. Roberts et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Genome-wide association analysis of metabolic traits in a birth cohort from a founder population

(2008) Chiara Sabatti et al.   NATURE GENETICS