Inference in Hidden Markov Models (Springer Series in Statistics) by Olivier Cappé (Repost)

Publisher: Springer (August 4, 2005) | ISBN: 0387402640 | Pages: 654 | PDF | 6.06 MB

This book is a comprehensive treatment of inference for hidden Markov models, including both algorithms and statistical theory. Topics range from filtering and…

Olivier Cappé, Eric Moulines, Tobias Ryden, "Inference in Hidden Markov Models"

Sp..nger | 2005 | ISBN: 0387402640 | 654 pages | Djvu | 4,8 MB

This book is a comprehensive treatment of inference for hidden Markov models, including both algorithms and statistical theory. Topics range from filtering and smoothing of the…

The Application of Hidden Markov Models in Speech Recognition

Now Publishers Inc | February 21, 2008 | ISBN-10: 1601981201 | 124 pages | PDF | 0.7 MB

Hidden Markov Models (HMMs) provide a simple and effective framework for modelling time-varying spectral vector sequences. As a consequence, almost all present day large vocabulary…

R. J. Elliott, L. Aggoun, J. B. Moore , Hidden Markov Models: Estimation and Control (Stochastic Modelling and Applied Probability)

Springer | ISBN 0387943641 | 1995 | PDF | 373 Pages | 3,1 Mb

As more applications are found, interest in Hidden Markov Models continues to grow. Following comments and feedback from…

Rogemar S. Mamon, Robert J. Elliott, "Hidden Markov Models in Finance "

Sp..ger | 2007 | ISBN: 0387710817 | 188 pages | PDF | 1,8 MB

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…

Andrew M. Fraser, "Hidden Markov Models and Dynamical Systems"

Society for Industrial Mathematics | 2009-01-31 | ISBN: 0898716659 | 143 pages | PDF | 3,4 MB

This text provides an introduction to hidden Markov models (HMMs) for the dynamical systems community. It is a valuable text for third or fourth year…

Hidden Markov Models for Time Series

Walter Zucchini, Iain L. MacDonald | Chapman & Hall/CRC | 2009-04-28 | ISBN:1584885734 | Pages: 269 | PDF | 5.3MB

This book illustrates the wonderful flexibility of HMMs as general-purpose models for time series data. It presents an accessible overview of HMMs for analyzing time series…

Hidden Markov Models: Applications to Financial Economics By Ramaprasad Bhar, Shigeyuki Hamori

Publisher: Sp.rin.ger 2004 | 160 Pages | ISBN: 1402078994 | PDF | 1 MB

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…

Hidden Markov Models: Estimation and Control (Stochastic Modelling and Applied Probability)

Springer | ISSN 0387943641 | 2008-10-23 | PDF | 380 Pages | 3,6 Mb

As more applications are found, interest in Hidden Markov Models continues to grow. Following comments and feedback from colleagues, students and other working with Hidden Markov Models…

Ramaprasad Bhar , "Hidden Markov Models: Applications to Financial Economics (ADVANCED STUDIES IN THEORETICAL AND APPLIED ECONOMETRICS)"

Kluwer Publishers; 1 edition | ISBN: 1402078994 | 183 pages | PDF | 2,1 Mb

Markov chains have increasingly become useful way of capturing stochastic nature of many economic and financial variables. Although the hidden…