Advances in Causal Inference to Support Vaccine Development and Evaluation

Probabilistic clustering of complex biomarker data for Alzheimer’s Disease

Statistical Methods for Analyzing Compositional Human Microbiome Data

Prediction Approaches for High-dimensional and Complex Neuroimaging Data

Topics in Data Integration Methods for Neuroimaging and Generalized Additive Mixed Models for Ambulatory Blood Pressure Curves and Psychosocial Stressors

New Statistical Methods for Complex Survival Analysis Problems

Latent Class Methods for Complex Chronic Disease Data

Characterizing the Developmental Trajectories for Cerebellar Volumes via Penalized Splines and Derivative Analysis

Improved Algorithm for Independent Component Analysis (ICA) with the Relax and Split Approximation