This paper illustrates the usefulness of sequential Monte Carlo (SMC) methods in approximating DSGE model posterior distributions. We show how the tempering schedule can be chosen adaptively, document the accuracy and runtime benefits o fgeneralized data tempering for “online” estimation...

This paper presents evidence that the economic stall speed concept has some empirical content, and can be moderately useful in forecasting recessions. Specifically, output tends to transition to a slow-growth phase at the end of expansions before falling into a recession, and the paper designs...

FRB/US, a large-scale, nonlinear macroeconomic model of the U.S., has been in use at the Federal Reserve Board for 25 years. For nearly as long, the FRB/US “project” has included a linear version of the model known as LINVER. A key reason that LINVER exists is the vast reduction in the...

Shimer (2005) argues that the Mortensen-Pissarides (MP) model of unemployment lacks an amplification mechanism because it generates less than 10 percent of the observed business cycle fluctuations in unemployment given labor productivity shocks of plausible magnitude. This paper argues that part...

This paper provides documentation for the large-scale estimated DSGE model of the U.S. economy used in Edge, Kiley, and Laforte (2007). The model represents part of an ongoing research project (the Federal Reserve Board's Estimated, Dynamic, Optimization-based - FRB/EDO - model project) in the...

This paper examines how monetary policy affects the riskiness of the financial sector's aggregate balance sheet, a mechanism referred to as the risk channel of monetary policy. I study the risk channel in a DSGE model with nominal frictions and a banking sector that can issue both outside equity...

A number of prominent economists and policymakers have argued that money-financed fiscal programs (helicopter drops) could be efficacious in boosting output and inflation in economies facing persistent economic weakness, very low inflation, and significant fiscal strains. We employ a...

Public debt can be optimal in standard incomplete market models with infinitely lived agents, since the associated capital crowd-out induces a higher interest rate. The higher interest rate encourages individuals to save and, hence, better self-insure against idiosyncratic labor earnings risk....

COVID-19 has depressed economic activity around the world. The initial contraction may be amplified by the limited space for conventional monetary policy actions to support recovery implied by the low level of nominal interest rates recently. Model simulations assuming an initial contraction in...

Over the Great Moderation period in the United States, we find that corporate credit spreads embed crucial information about the one-year-ahead probability of recession, as evidenced by both in-and out-of-sample fit. Furthermore, the incidence of false positive predictions of recession is...