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Hidden Markov processestheory and ap...

Vidyasagar, M.

Hidden Markov processestheory and applications to biology /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Hidden Markov processesVidyasagar, M.
Reminder of title:	theory and applications to biology /
Author:	Vidyasagar, M.
Published:	Princeton, New Jersey :Princeton University Press,2014.
Description:	1 online resource (303 p.)
Subject:	Computational biology.
Online resource:	click for full text
ISBN:	0691133158

Hidden Markov processestheory and applications to biology /
Vidyasagar, M.

Hidden Markov processestheory and applications to biology /[electronic resource] :Vidyasagar, M. - Princeton, New Jersey :Princeton University Press,2014. - 1 online resource (303 p.)

Hidden Markov processes : theory and applications to biology -- Dedication -- Contents -- Preface -- Part 1: Preliminaries -- Chapter 1: Introduction to Probability and Random Variables -- Chapter 2: Introduction to Information Theory -- Chapter 3: Nonnegative Matrices -- Part 2: Hidden Markov Processes -- Chapter 4: Markov Processes -- Chapter 5: Introduction to Large Deviation Theory -- Chapter 6: Hidden Markov Processes: Basic Properties -- Chapter 7: Hidden Markov Processes: The Complete Realization Problem -- Part 3: Applications To Biology -- Chapter 8: Some Applications to Computational Biology -- Chapter 9: BLAST Theory -- Bibliography -- Index.

ISBN: 0691133158Subjects--Topical Terms:

210438
Computational biology.

LC Class. No.: QH324.2

Dewey Class. No.: 570.285

Hidden Markov processestheory and applications to biology /
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505 0 $a Hidden Markov processes : theory and applications to biology -- Dedication -- Contents -- Preface -- Part 1: Preliminaries -- Chapter 1: Introduction to Probability and Random Variables -- Chapter 2: Introduction to Information Theory -- Chapter 3: Nonnegative Matrices -- Part 2: Hidden Markov Processes -- Chapter 4: Markov Processes -- Chapter 5: Introduction to Large Deviation Theory -- Chapter 6: Hidden Markov Processes: Basic Properties -- Chapter 7: Hidden Markov Processes: The Complete Realization Problem -- Part 3: Applications To Biology -- Chapter 8: Some Applications to Computational Biology -- Chapter 9: BLAST Theory -- Bibliography -- Index.
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