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Working Paper
Documentation of the Research and Statistics Division’s estimated DSGE model of the U.S. economy: 2006 version
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 Macroeconomic and Quantitative Studies section of the Federal Reserve Board aimed at developing a DSGE model that can be used to address practical policy questions and the model documented here is the version that was current at the end of 2006. The paper discusses the model's specification, estimated ...
Working Paper
A comparison of forecast performance between Federal Reserve staff forecasts, simple reduced-form models, and a DSGE model
This paper considers the "real-time" forecast performance of the Federal Reserve staff, time-series models, and an estimated dynamic stochastic general equilibrium (DSGE) model--the Federal Reserve Board's new Estimated, Dynamic, Optimization-based (Edo) model. We evaluate forecast performance using out-of-sample predictions from 1996 through 2005, thereby examining over 70 forecasts presented to the Federal Open Market Committee (FOMC). Our analysis builds on previous real-time forecasting exercises along two dimensions. First, we consider time-series models, a structural DSGE model that ...
Conference Paper
Pricing models: a Bayesian DSGE approach to the U.S. economy
Working Paper
Documentation of the Estimated, Dynamic, Optimization-based (EDO) model of the U.S. economy: 2010 version
This paper provides documentation for a large-scale estimated DSGE model of the U.S. economy--the Federal Reserve Board's Estimated, Dynamic, Optimization-based (FRB/EDO) model project. The model can be used to address a wide range of practical policy questions on a routine basis. The paper discusses the model's specification, estimated parameters, and key properties.
Working Paper
Natural rate measures in an estimated DSGE model of the U.S. economy
This paper presents a monetary DSGE model of the U.S. economy. The model captures the most important production, expenditure, and nominal-contracting decisions underlying economic data while remaining sufficiently small to allow it to provide a clear interpretation of the data. We emphasize the role of model-based analyses as vehicles for storytelling by providing several examples--based around the evolution of natural rates of production and interest--of how our model can provide narratives to explain recent macroeconomic fluctuations. The stories obtained from our model are both similar to ...
Discussion Paper
Overview of the Changes to the FRB/US Model (2018)
This FEDS Note summarizes a more comprehensive set of modifications introduced with the November 2018 public release of the FRB/US model and provides some motivation for why they were made.
Working Paper
Have we underestimated the likelihood and severity of zero lower bound events?
Before the recent recession, the consensus among researchers was that the zero lower bound (ZLB) probably would not pose a significant problem for monetary policy as long as a central bank aimed for an inflation rate of about 2 percent; some have even argued that an appreciably lower target inflation rate would pose no problems. This paper reexamines this consensus in the wake of the financial crisis, which has seen policy rates at their effective lower bound for more than two years in the United States and Japan and near zero in many other countries. We conduct our analysis using a set of ...
Working Paper
Estimates of r* Consistent with a Supply-Side Structure and a Monetary Policy Rule for the U.S. Economy
We estimate the natural rate of interest (r*) using a semi-structural model of the U.S. economy that jointly characterizes the trend and cyclical factors of key macroeconomic variables such as output, the unemployment rate, inflation, and short- and long-term interest rates. We specify a monetary policy rule and an equation that characterizes the 10-year Treasury yield to exploit the information provided by both interest rates to infer r*. However, the use of a monetary policy rule with a sample that spans the Great Recession and its aftermath poses a challenge because of the effective lower ...
Discussion Paper
November 2014 Update of the FRB/US Model
This FEDS Note is a companion to the most recent release of the FRB/US model of the U.S. economy available at http://www.federalreserve.gov/econresdata/frbus/us-models-about.htm. The purpose of this note is twofold. First, it briefly outlines and describes the changes to the structure of the public version of FRB/US since its introduction in the spring of 2014. In addition, it compares the dynamics of the current version to that of the original version in response to key shocks.
Discussion Paper
Real-time Historical Estimates of the Output Gap
The purpose of this note is to highlight the recent availability of an expanded set of historical data of the staff's estimates of the real-time output gap at the Real-Time Data Research Center of the Federal Reserve Bank of Philadelphia.