ECONOMETRICS

RESEARCH

SEMINAR

INVITATION

 

Reminder:

The Institute for Advanced Studies cordially invites you to the following Econometrics Research Seminar

Thursday, January 12, 2017

Institute for Advanced Studies

Josefstädter Straße 39, 1080 Vienna

Seminar Room 101, 1st floor

9:00 am (Please note that the seminar will start at 9 am sharp!)

 

Gregor Kastner

Vienna University of Economics and Business


Should I Stay or Should I Go? Bayesian Inference in the Threshold Time Varying Parameter (TTVP) Model


We provide a flexible means of estimating time-varying parameter models in a Bayesian framework. By specifying the state innovations to be characterized trough a threshold process that is driven by the absolute size of parameter changes, our model detects at each point in time whether a given regression coefficient is constant or time-varying. Moreover, our framework accounts for model uncertainty in a data-based fashion through Bayesian shrinkage priors on the initial values of the states. In a simulation, we show that our model reliably identifies regime shifts in cases where the data generating processes display high, moderate, and low numbers of movements in the regression parameters. Finally, we illustrate the merits of our approach by means of two applications. In the first application we forecast the US equity premium and in the second application we investigate the macroeconomic effects of a US monetary policy shock.

 

Paper jointly with  Florian Huber and Martin Feldkircher

 

We are looking forward to seeing you!

 

Institute for Advanced Studies

Josefstädter Straße 39, 1080 Vienna, Austria

Tel.: +43 1 599 91 145

e-Mail: economics@ihs.ac.at

http://economics.ihs.ac.at

 

 

 

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