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Hidden Markov Models: Applications to Financial Economics
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Hidden Markov Models: Applications to Financial Economics Hardcover - 2004

by Ramaprasad Bhar; Shigeyuki Hamori


From the publisher

Markov chains have increasingly become useful way of capturing stochastic nature of many economic and financial variables. Although the hidden Markov processes have been widely employed for some time in many engineering applications e.g. speech recognition, its effectiveness has now been recognized in areas of social science research as well. The main aim of Hidden Markov Models: Applications to Financial Economics is to make such techniques available to more researchers in financial economics. As such we only cover the necessary theoretical aspects in each chapter while focusing on real life applications using contemporary data mainly from OECD group of countries. The underlying assumption here is that the researchers in financial economics would be familiar with such application although empirical techniques would be more traditional econometrics. Keeping the application level in a more familiar level, we focus on the methodology based on hidden Markov processes. This will, we believe, help the reader to develop more in-depth understanding of the modeling issues thereby benefiting their future research.

Details

  • Title Hidden Markov Models: Applications to Financial Economics
  • Author Ramaprasad Bhar; Shigeyuki Hamori
  • Binding Hardcover
  • Edition 1st
  • Pages 155
  • Volumes 1
  • Language ENG
  • Publisher Springer
  • Date 2004-07-20
  • Illustrated Yes
  • ISBN 9781402078996 / 1402078994
  • Weight 0.95 lbs (0.43 kg)
  • Dimensions 9.76 x 6.28 x 0.58 in (24.79 x 15.95 x 1.47 cm)
  • Library of Congress subjects Markov processes, Economics - Mathematical models
  • Library of Congress Catalog Number 2004045848
  • Dewey Decimal Code 330.015
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