Arbeitspapier

Bayesian estimation of a DSGE model with asset prices

This paper presents a novel Bayesian method for estimating dynamic stochastic general equilibrium (DSGE) models subject to a constrained posterior distribution of the implied Sharpe ratio. We apply our methodology to a DSGE model with habit formation in consumption and leisure, using an estimate of the Sharpe ratio to construct the constraint. We show that the constrained estimation produces a quantitative model with both reasonable asset-pricing as well as business-cycle implications.

ISBN
978-3-86558-960-6
Language
Englisch

Bibliographic citation
Series: Bundesbank Discussion Paper ; No. 37/2013

Classification
Wirtschaft
Bayesian Analysis: General
Business Fluctuations; Cycles
Financial Markets and the Macroeconomy
Asset Pricing; Trading Volume; Bond Interest Rates
Subject
Bayesian estimation
stochastic steady-state
prior choice
Sharpe ratio

Event
Geistige Schöpfung
(who)
Kliem, Martin
Uhlig, Harald
Event
Veröffentlichung
(who)
Deutsche Bundesbank
(where)
Frankfurt a. M.
(when)
2013

Handle
Last update
10.03.2025, 11:42 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • Kliem, Martin
  • Uhlig, Harald
  • Deutsche Bundesbank

Time of origin

  • 2013

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