Research

Empirical Bayes Shrinkage of Functional Effects, with Application to Analysis of Dynamic eQTLs.

immgenT CD4: a reference landscape of mouse CD4+ T cell.

Detecting latent interaction effects when analyzing binary traits.

Bayesian Optimization Sequential Surrogate (BOSS) Algorithm: Fast Bayesian Inference for a Broad Class of Bayesian Hierarchical Models.

Zhang, Perreault, Franklin and Brown's contribution to the Discussion of "Methods for Estimating the Exposure-Response Curve to Inform the New Safety Standards for Fine Particulate Matter" by Cork et al.

Efficient Modeling of Quasi Periodic Data with Seasonal Gaussian Process.

Model-based Smoothing with Integrated Wiener Processes and Overlapping Splines.

The hidden factor: accounting for covariate effects in power and sample size computation for a binary trait.

Bayesian inference for Cox proportional hazard models with partial likelihoods, nonlinear covariate effects and correlated observations.

Efficient Implementation of Gaussian Process priors within flexible Bayesian hierarchical models.