This dissertation comprises three distinct economic stduies. The first deals with the origin of business cycle fluctuations and the other two with the measurement of financial constraints and the identification of the respective treatment effect.

This dissertation addresses two different kinds of agents, professional forecasters and manufacturing firms, and their means of dealing with information in forming expectations. The first two parts evaluate the macroeconomic forecasting performance of component-wise boosting, a variable...