Semi-Markov chains and hidden semi-Markov models toward applications : their use in reliability and DNA analysis / Vlad Stefan Barbu and Nikolaos Limnios.

Semi-Markov processes are much more general and better adapted to applications than the Markov ones because sojourn times in any state can be arbitrarily distributed, as opposed to the geometrically distributed sojourn time in the Markov case. This book concerns with the estimation of discrete-time...

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Bibliographic Details
Main Author:	Barbu, Vlad Stefan
Other Authors:	Limnios, N. (Nikolaos)
Format:	eBook
Language:	English
Published:	New York : Springer, 2008.
Series:	Lecture notes in statistics (Springer-Verlag) ; v. 191.
Subjects:	Markov processes. Reliability (Engineering) > Mathematical models. DNA > Analysis > Mathematics. DNA > Mathematical models. Stochastic processes. Nucleic acids. Statistics. Public health. Medical care. Probabilities. Mathematical models. DNA. Reproducible research. public health. probability. mathematical models. statistics. MATHEMATICS > Probability & Statistics > Stochastic Processes. Modelos matemáticos Estadística Salud pública Markov, Procesos de Stochastic processes Statistics Public health Probabilities Nucleic acids Medical care Mathematical models DNA DNA > Mathematical models Markov processes Reliability (Engineering) > Mathematical models
Online Access:	Click for online access

MARC


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100	1		\|a Barbu, Vlad Stefan.
245	1	0	\|a Semi-Markov chains and hidden semi-Markov models toward applications : \|b their use in reliability and DNA analysis / \|c Vlad Stefan Barbu and Nikolaos Limnios.
260			\|a New York : \|b Springer, \|c 2008.
300			\|a 1 online resource (xiii, 224 pages) : \|b illustrations
336			\|a text \|b txt \|2 rdacontent
337			\|a computer \|b c \|2 rdamedia
338			\|a online resource \|b cr \|2 rdacarrier
347			\|a text file
347			\|b PDF
490	1		\|a Lecture notes in statistics ; \|v v. 191
504			\|a Includes bibliographical references (pages 211-220) and index.
588	0		\|a Print version record.
505	0		\|a Preface; Contents; Introduction; Discrete-Time Renewal Processes; Semi-Markov Chains; Nonparametric Estimation for Semi-Markov Chains; Reliability Theory for Discrete-Time Semi-Markov Systems; Hidden Semi-Markov Model and Estimation; Lemmas for Semi-Markov Chains; Lemmas for Hidden Semi-Markov Chains; Some Proofs; Markov Chains; Miscellaneous; Notation; References; Index.
520			\|a Semi-Markov processes are much more general and better adapted to applications than the Markov ones because sojourn times in any state can be arbitrarily distributed, as opposed to the geometrically distributed sojourn time in the Markov case. This book concerns with the estimation of discrete-time semi-Markov and hidden semi-Markov processes.
546			\|a English.
650		0	\|a Markov processes.
650		0	\|a Reliability (Engineering) \|x Mathematical models.
650		0	\|a DNA \|x Analysis \|x Mathematics.
650		0	\|a DNA \|x Mathematical models.
650		0	\|a Stochastic processes.
650		0	\|a Nucleic acids.
650		0	\|a Statistics.
650		0	\|a Public health.
650		0	\|a Medical care.
650		0	\|a Probabilities.
650		0	\|a Mathematical models.
650		0	\|a DNA.
650		0	\|a Reproducible research.
650		7	\|a public health. \|2 aat
650		7	\|a probability. \|2 aat
650		7	\|a mathematical models. \|2 aat
650		7	\|a statistics. \|2 aat
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650	0	7	\|a DNA \|x Analysis \|x Mathematics. \|2 cct
650	0	7	\|a DNA \|x Mathematical models. \|2 cct
650	0	7	\|a Markov processes. \|2 cct
650	0	7	\|a Reliability (Engineering) \|x Mathematical models. \|2 cct
650		7	\|a Modelos matemáticos \|2 embne
650		7	\|a Estadística \|2 embne
650		7	\|a Salud pública \|2 embne
650	0	7	\|a Markov, Procesos de \|2 embucm
650		7	\|a Stochastic processes \|2 fast
650		7	\|a Statistics \|2 fast
650		7	\|a Public health \|2 fast
650		7	\|a Probabilities \|2 fast
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650		7	\|a Mathematical models \|2 fast
650		7	\|a DNA \|2 fast
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776	0	8	\|i Print version: \|a Barbu, Vlad Stefan. \|t Semi-Markov chains and hidden semi-Markov models toward applications. \|d New York : Springer, 2008 \|z 9780387731711 \|z 0387731717 \|w (DLC) 2008930930 \|w (OCoLC)173718690
830		0	\|a Lecture notes in statistics (Springer-Verlag) ; \|v v. 191.
856	4	0	\|u https://ebookcentral.proquest.com/lib/holycrosscollege-ebooks/detail.action?docID=417305 \|y Click for online access
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Semi-Markov chains and hidden semi-Markov models toward applications : their use in reliability and DNA analysis / Vlad Stefan Barbu and Nikolaos Limnios.

MARC

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