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Hidden Markov Models for Time Series: An Introduction Using R

on Nov 3,2011 in Mathematics comment »

W. Zucchini, Iain L. MacDonald - Hidden Markov Models for Time Series: An Introduction Using R

Publisher: Chаpman and Hаll/C.R.C. | 2009-04-28 | ISBN: 1584885734 | PDF | 269 pages | 2.59 MB

Reveals How HMMs Can Be Used as General-Purpose Time Series Models

Implements all methods in R

Hidden…

Inference in Hidden Markov Models (Repost)

on Jul 11,2011 in Mathematics comment »

Inference in Hidden Markov Models

Springer | August 4, 2005 | ISBN-10: 0387402640 | 672 pages | 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 smoothing of the hidden Markov chain to parameter…

Hidden Markov Models, Theory and Applications

on Apr 26,2011 in Medical/Medicine comment »

Przemyslaw Dymarski, "Hidden Markov Models, Theory and Applications"

Publisher: InTech | 2011 | ISBN: 9789533072081 | PDF | 314 pages | 12.3 MB

Hidden Markov Models (HMMs), although known for decades, have made a big career nowadays and are still in state of development. This book presents theoretical issues and a variety…

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