Prediction Approaches for High-dimensional and Complex Neuroimaging Data

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

Statistical Methods for Brain Network Estimation

Novel Statistical and Machine Learning Methods with Application to Brain Imaging Data

Statistical Methods for Evaluating Continuous and Functional Diagnostic Markers

A Novel Network Connectivity Measure with Application to Multimodal Brain Imaging Study