Alternative Procedures for Estimating Vector Autoregressions Identified with Long-Run Restrictions
FEDS Working Paper No. 842
13 Pages Posted: 2 Nov 2005
Date Written: October 2005
Abstract
We show that the standard procedure for estimating long-run identified vector autoregressions uses a particular estimator of the zero-frequency spectral density matrix of the data. We develop alternatives to the standard procedure and evaluate the properties of these alternative procedures using Monte Carlo experiments in which data are generated from estimated real business cycle models. We focus on the properties of estimated impulse response functions. In our examples, the alternative procedures have better small sample properties than the standard procedure, with smaller bias, smaller mean square error and better coverage rates for estimated confidence intervals.
Keywords: Technology shocks, hours worked, frequency domain, spectral density matrix
JEL Classification: E24, E32, O3
Suggested Citation: Suggested Citation
Do you have negative results from your research you’d like to share?
Recommended Papers
-
Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy
By Lawrence J. Christiano, Martin Eichenbaum, ...
-
Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy
By Lawrence J. Christiano, Martin Eichenbaum, ...
-
An Estimated Stochastic Dynamic General Equilibrium Model of the Euro Area
By Frank Smets and Rafael Wouters
-
An Estimated Dynamic Stochastic General Equilibrium Model of the Euro Area
By Frank Smets and Rafael Wouters
-
Optimal Monetary Policy with Staggered Wage and Price Contracts
By Christopher J. Erceg, Dale W. Henderson, ...
-
Shocks and Frictions in Us Business Cycles: A Bayesian DSGE Approach
By Frank Smets and Rafael Wouters
-
Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach
By Frank Smets and Rafael Wouters
-
Shocks and Frictions in U.S. Business Cycles: A Bayesian DSGE Approach
By Frank Smets and Rafael Wouters
-
Resuscitating Real Business Cycles
By Robert G. King and Sergio T. Rebelo
-
Has Monetary Policy Become More Effective?
By Jean Boivin and Marc P. Giannoni