Statistical Topics and Stochastic Models for Dependent Data with Applications: Applications in Reliability, Survival Analysis and Related Fields - Hardcover

Barbu, Vlad Stefan

 
9781786306036: Statistical Topics and Stochastic Models for Dependent Data with Applications: Applications in Reliability, Survival Analysis and Related Fields
Hardcover
ISBN 10: 1786306034 ISBN 13: 9781786306036
Verlag: Wiley-ISTE, 2020

Inhaltsangabe

This book is a collective volume authored by leading scientists in the field of stochastic modelling, associated statistical topics and corresponding applications. The main classes of stochastic processes for dependent data investigated throughout this book are Markov, semi-Markov, autoregressive and piecewise deterministic Markov models. The material is divided into three parts corresponding to: (i) Markov and semi-Markov processes, (ii) autoregressive processes and (iii) techniques based on divergence measures and entropies. A special attention is payed to applications in reliability, survival analysis and related fields.

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Über die Autorin bzw. den Autor

Vlad Stefan Barbu is Associate Professor in Statistics with LMRS at the University of Rouen Normandy, France. His main research focuses on statistics of stochastic processes and on techniques based on divergence measures, with a particular interest in semi-Markov and hidden semi-Markov processes.

Nicolas Vergne is Associate Professor in Statistics with LMRS at the University of Rouen Normandy. His research work is in statistics, focusing on different Markov-type models: drifting Markov models, semi-Markov models, hidden Markov models and bioinformatics.

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Verlag
Wiley-ISTE
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
1786306034
ISBN 13 
9781786306036
Einband
Tapa dura
Anzahl der Seiten
288
Kontakt zum Hersteller
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Verantwortliche Person
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