Computable General Equilibrium (CGE) models have been widely used for quantitative analysis of global economic issues. However, CGE models are frequently criticized for resting on weak empirical foundations. This paper builds on recent work in macro-econometric estimation, developing an approach...

Computable General Equilibrium (CGE) Models have been widely used by researchers around the world for quantitative analysis of economy-wide shocks. However, CGE models are often criticized for resting on weak empirical foundations. Among others, the arbitrary choice of values for key...

This dissertation consists of three essays. They examine diverse economic phenomena, but they are bound by a need to treat randomness effectively and practically. Each essay seeks to demonstrate enhanced capacity to effectively and practically treat randomness in specific problems of data...