This paper develops a simulation-based solution method to solve large state space macrofinance models using machine learning. We use a neural network (NN) to approximate the expectations in the optimality conditions in the spirit of the stochastic parameterized expectations algorithm (PEA)....

Galí, López-Salido, and Vallés (2007) suggest that because part of the population follow a rule-of-thumb by which they spend their entire disposable income each period, private consumption responds positively to deficit-financed increases in government spending. Key to this result is a...

This paper investigates how concentrated ownership of capital influences the pricing of risky assets in a production economy. The model is designed to approximate the skewed distribution of wealth and income in U.S. data. I show that concentrated ownership significantly magnifies the equity risk...

We study the role of firm heterogeneity in affecting business cycle dynamics and optimal stabilization policy. Firms differ in their degree of cyclicality, and hence, exposure to aggregate risk, leading to firm-specific risk premia that influence resource allocations. The heterogeneous firm...

Despite its stability over time, as for any statistical relationship, Okun's law is subject to deviations that can be large at times. In this paper, we provide a mapping between residuals in Okun's regressions and structural shocks identified using a SVAR model by inspecting how unemployment...

We consider an economy where individuals face uninsurable risks to their human capital accumulation and study the problem of determining the optimal level of linear taxes on capital and labor income together with the optimal path of the debt level. We show both analytically and numerically that...

Not since the Great Depression have monetary policy matters and institutions weighed so heavily in commercial, financial, and political arenas. Apart from the eurozone crisis and global monetary policy issues, for nearly two years all else has counted for little more than noise on a relative...

This paper argues that the usual framing of discussions of money, monetary policy, and fiscal policy plays into the hands of conservatives.That framing is also largely consistent with the conventional view of the economy and of society more generally. To put it the way that economists usually...

We quantitatively analyze the way inflation alters the inequality of the income distribution in the U.S. economy. The main mechanism emphasized in this paper is the bracket creep effect according to which inflation pushes income into higher tax brackets. Governments adjust the nominal income tax...

The purpose of this report is to derive lessons from inflation targeting in Sweden for the choice of the future monetary policy regime of Iceland. Swedish inflation targeting has been a success in terms of reducing inflation and inflation volatility, but real economic volatility is not lower...