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Hidden Markov Models

Applications to Financial Economics

Produktform: Buch / Einband - flex.(Paperback)

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 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. weiterlesen

Dieser Artikel gehört zu den folgenden Serien

Sprache(n): Englisch

ISBN: 978-1-4419-5448-0 / 978-1441954480 / 9781441954480

Verlag: Springer US

Erscheinungsdatum: 07.12.2010

Seiten: 162

Auflage: 1

Autor(en): Shigeyuki Hamori, Ramaprasad Bhar

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