Parameter Bias in an Estimated DSGE Model:Does Nonlinearity Matter?

Yasuo Hirose and Takeki Sunakawa

No 63, UTokyo Price Project Working Paper Series from University of Tokyo, Graduate School of Economics

Abstract: How can parameter estimates be biased in a dynamic stochastic general equilibrium model that omits nonlinearity in the economy? To answer this question, we simulate data from a fully nonlinear New Keynesian model with the zero lower bound constraint and estimate a linearized version of the model. Monte Carlo experiments show that significant biases are detected in the estimates of monetary policy parameters and the steady-state inflation and real interest rates. These biases arise mainly from neglecting the zero lower bound constraint rather than linearizing equilibrium conditions. With fixed parameters, the variance-covariance matrix and impulse response functions of observed variables implied by the linearized model substantially differ from those implied by its nonlinear counterpart. However, we find that the biased estimates of parameters in the estimated linear model can make most of the differences small.

Keywords: Nonlinearity; Zero lower bound; DSGE model; Parameter bias; Bayesian estimation (search for similar items in EconPapers)
JEL-codes: C32 E30 E52 (search for similar items in EconPapers)
Pages: 37 pages
Date: 2016-03
New Economics Papers: this item is included in nep-dge, nep-mac and nep-ore
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (4)

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Related works:
Working Paper: Parameter bias in an estimated DSGE model: does nonlinearity matter? (2015)
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