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Faculty Members WATANABE, Toshiaki (Professor)
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Institute of Economic Research Hitotsubashi University

2-1 Naka, Kunitachi City,
Tokyo 186-8603, JAPAN

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WATANABE, Toshiaki(Professor)
WATANABE, Toshiaki  
Professor / Economic Systems Analysis


Specialization Financial Econometrics

Education
1986 B.A. (Economics) University of Tokyo
1993 Ph.D. (Economics) Yale University
 
Positions held
1993 Assistant Professor, Tokyo Metropolitan University
1994 Associate Professor, Tokyo Metropolitan University
2001 Professor, Tokyo Metropolitan University
2005 Senior Fellow, Institute for Monetary and Economic
Studies, Bank of Japan
2006 Professor, Institute of Economic Research, Hitotsubashi
University
 
Previous research
Since my Ph.D. thesis at Yale University, my research has dealt mainly with asset price volatility. Asset price volatility represents an important variable in finance referring to the standard deviation and variance of asset returns. Specifically, I have been involved in developing volatility changing models and their estimation methods and have applied these to the prediction of future volatility, the option pricing, the Value-at-Risk (VaR) and the analysis of the relationship between volatility and trading volume. Some of this research has been compiled in a book entitled “Volatility Changing Models” (in Japanese) published by Asakura Shoten. With regard to estimation methods for stochastic volatility models, I have been conducting research on Markov chain Monte Carlo (MCMC) methods.
Current research projects
The research I am currently involved in covers the following two topics: (1) the modeling of realized volatility, which is the sum of squared intraday returns over a certain interval such as a day, in the Japanese stock market and its application to the prediction of future volatility, the option pricing and VaR; (2) the application of MCMC methods to the term structure models of interest rates, dynamic stochastic general equilibrium models, and the estimation of business cycle index and its turning points.
Keywords MCMC, volatility, term structure, DSGE, business cycles.