Hidden Markov Models in Finance
Hidden Markov Models in Finance

LIBRAIRIE CARCAJOU

Hidden Markov Models in Finance

De Librairie Carcajou

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About this book

A number of methodologies have been employed to provide decision making solutions to a whole assortment of financial problems in today's globalized markets. Hidden Markov Models in Finance by Mamon and Elliott will be the first systematic application of these methods to some special kinds of financial problems., namely, pricing options and variance swaps, valuation of life insurance policies, interest rate theory, credit risk modeling, risk management, analysis of future demand and inventory level, testing foreign exchange rate hypothesis, and early warning systems for currency crises. This book provides researchers and practitioners with analyses that allow them to sort through the random ""noise"" of financial markets (i.e., turbulence, volatility, emotion, chaotic events, etc.) and analyze the fundamental components of economic markets. Hence, Hidden Markov Models in Finance provides decision makers with a clear, accurate picture of core financial components by filtering out the random noise in financial markets.

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Written for:
Academic researchers, graduate students, and technically competent practitioners
Keywords:
Markov models
credit risk modeling
early warning systems
finance
foreign exchange
interest rates
inventory system
life insurance valuation
market risk
option pricing
regime-switching
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