Statistical Topics and Stochastic Models for Dependent Data with Applications - Couverture rigide

Barbu, Vlad Stefan

 
9781786306036: Statistical Topics and Stochastic Models for Dependent Data with Applications
Couverture rigide
ISBN 10 : 1786306034 ISBN 13 : 9781786306036
Editeur : Wiley-ISTE, 2020

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Wiley-ISTE
Date d'édition
2020
Langue
anglais
ISBN 10 
1786306034
ISBN 13 
9781786306036
Reliure
Relié
Nombre de pages
288
Coordonnées du fabricant
non disponible
Personne responsable
non disponible