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SMU SOE Lee Kong Chian Seminar in Econometrics (May 9, 2022, 9.00am-10.30am): Specification Testing of DSGE Models Allowing for Indeterminacy and Weak Identification
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TOPIC:
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SPECIFICATION TESTING OF DSGE MODELS ALLOWING FOR INDETERMINACY AND WEAK IDENTIFICATION
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ABSTRACT
We propose methods for testing the specification of linearized DSGE models allowing for multiple equilibria and weak identification. We build the framework from a frequency-domain perspective based on a new test statistic, enabling the separate evaluation of a model's static properties, dynamic properties, and properties over a chosen frequency band, such as the business cycle frequencies. The results are indicative of which variables and frequencies contribute to misspecification. We show that the test has a likelihood ratio interpretation and is consistent. In an application, the methods reject a typical small-scale DSGE model, revealing specification problems in the inflation dynamics and comovements between variables over business cycle frequencies.
Click here to view the slides.
Click here to view the CV.
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This seminar will be held virtually via Zoom. A confirmation email with the Zoom details will be sent to the registered email by 6 May 2022.
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PRESENTER
Qu Zhongjun
Boston University
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RESEARCH FIELDS
Time Series Econometrics
Quantitative Macroeconomics
Empirical Finance
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DATE:
9 May 2022 (Monday)
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TIME:
9.00am - 10.30am
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