Bayesian analysis of transcriptomic and genomic data 

A hierarchical physiologically-based pharmacokinetic modeling platform for genetic and exposure effects in metabolic pathways 

Model selection principles and false discovery rate control 

Using multi-level Bayesian hierarchical model to detect related multiple SNPs within multiple genes to disease risk 

A novel hybrid probabilistic framework for model validation 

Statistical methods for causal inference and densely dependent random sums 

Statistical learning in High Dimensions: Interpretability, inference and applications 

Bayesian inference using Markov chain Monte Carlo methods in pharmacokinetic /pharmacodynamic systems analysis 

Reproducible large-scale inference in high-dimensional nonlinear models 

Large-scale multiple hypothesis testing and simultaneous inference: compound decision theory and data driven procedures 

Large scale inference with structural information 

Leveraging sparsity in theoretical and applied machine learning and causal inference 

Statistical approaches for inferring category knowledge from social annotation 

Do humans play dice: choice making with randomization 

Enhancing model performance of regularization methods by incorporating prior information 

Learning fair models with biased heterogeneous data 

Sense and sensibility: statistical techniques for human energy expenditure estimation using kinematic sensors 

Characterization and discovery of genetic associations: multiethnic fine-mapping and incorporation of functional information 

Depth inference and visual saliency detection from 2D images 

Computational model of stroke therapy and long term recovery 

Filling in the gaps: 3D mapping Arizona's Basin and Range aquifer in the Prescott Active Management Area 

Data-driven optimization for indoor localization 

Biometric models of psychopathic traits in adolescence: a comparison of item-level and sum-score approaches 

Exploring threats to causal inference in empirical education research 

Sharpening the edge of tools for microbial diversity analysis