Semi-Markov chains and hidden semi-Markov models toward applications
Subtitle: their use in reliability and DNA analysis
By: Vlad Stefan Barbu, Nikolaos Limnios.
Contributors: Limnios, N.
Series: Lecture notes in statistics -- v. 191
Publisher: Springer
Published: 2008
Place of publication: New York
Language: eng
Number of pages: 224
ISBN-13: 9780387731711
Subjects: Markov processes; Reliability (Engineering) -- Mathematical models; DNA -- Analysis -- Mathematical models
Description: "This book is concerned with the estimation of discrete-time semi-Markov and hidden semi-Markov processes. 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. Another unique feature of the book is the use of discrete time, especially useful in some specific applications where the time scale is intrinsically discrete. The models presented in the book are specifically adapted to reliability studies and DNA analysis." "The book is mainly intended for applied probabilists and statisticians interested in semi-Markov chains theory, reliability and DNA analysis, and for theoretical oriented reliability and bioinformatics engineers. It can also serve as a text for a six month research-oriented course at a Master or PhD level. The prerequisites are a background in probability theory and finite state space Markov chains."--Jacket.
Notes: Includes bibliographical references (p. [211]-220) and index.