Title: Methods in Hypothesis Testing, Markov Chain Monte Carlo and Neuroimaging Data Analysis
Description: This thesis presents three distinct topics: a modified K-S test for autocorrelated data, improving MCMC convergence rate with residual augmentations, and resting state fMRI data analysis.