This dissertation contains three chapters on macroeconomics and monetary economics with a particular focus on how subjective beliefs and behavioral biases matter for the conduct of monetary policy. In the first chapter, which is joint work with Fabian Seyrich, we develop a new framework for business-cycle and policy analysis. The model features a New Keynesian core and we allow for household heterogeneity and incomplete markets as well as bounded rationality in the form of cognitive discounting. Under cognitive discounting, households' expectations underreact to macroeconomic news, consistent with what we find in the data. The model accounts for recent empirical findings on the transmission mechanisms of monetary policy. In particular, m...