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Stochastic Filtering With Applications In Finance:

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  • Ramaprasad Bhar

    (The University of New South Wales, Australia)

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    Abstract

    This book provides a comprehensive account of stochastic filtering as a modeling tool in finance and economics. It aims to present this very important tool with a view to making it more popular among researchers in the disciplines of finance and economics. It is not intended to give a complete mathematical treatment of different stochastic filtering approaches, but rather to describe them in simple terms and illustrate their application with real historical data for problems normally encountered in these disciplines. Beyond laying out the steps to be implemented, the steps are demonstrated in the context of different market segments. Although no prior knowledge in this area is required, the reader is expected to have knowledge of probability theory as well as a general mathematical aptitude.Its simple presentation of complex algorithms required to solve modeling problems in increasingly sophisticated financial markets makes this book particularly valuable as a reference for graduate students and researchers interested in the field. Furthermore, it analyses the model estimation results in the context of the market and contrasts these with contemporary research publications. It is also suitable for use as a text for graduate level courses on stochastic modeling.

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    This book is provided by World Scientific Publishing Co. Pte. Ltd. in its series World Scientific Books with number 7736 and published in 2010.

    ISBN: 9789814304856
    Handle: RePEc:wsi:wsbook:7736

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    Related research

    Keywords: Kalman Filter; Stochastic Volatility; Unscented Kalman Filter; Extended Kalman Filter; Interest Rate Process; Stochastic Volatility; Inflation Uncertainty; Forward Exchange Rate; Equity Price of Risk; Credit Default Swaps;

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    1. Bhar, Ramaprasad & Colwell, David B. & Xiao, Yuewen, 2013. "A jump diffusion model for spot electricity prices and market price of risk," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(15), pages 3213-3222.

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