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portada Statistical Topics and Stochastic Models for Dependent Data With Applications
Type
Physical Book
Publisher
Author
Year
2020
Language
English
Pages
288
Format
Hardcover
ISBN13
9781786306036
Edition No.
1

Statistical Topics and Stochastic Models for Dependent Data With Applications

Vlad Stefan Barbu (Author) · Iste Ltd · Hardcover

Statistical Topics and Stochastic Models for Dependent Data With Applications - Vlad Stefan Barbu

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Synopsis "Statistical Topics and Stochastic Models for Dependent Data With Applications "

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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