This dissertation investigates questions that arise when we estimate the dynamic stochastic general equilibrium (DSGE) models. Chapter 1 proposes a model-based approach of estimating the capital stock. We specify a dynamic stochastic general equilibrium (DSGE) model with capital utilization to...