My work focuses on understanding anthropogenic changes in precipitation and atmospheric circulation by employing climate models of varying levels of complexity. This thesis has two goals: (1) to understand the forced response of tropical air-sea interactions across time scales and their extratropical impact, and (2) to explore reasons underlying model uncertainties in simulating tropical and extratropical climate. My dissertation comprises four individual projects.