Stochastic Processes: An Introduction, Third Edition (Chapman & Hall/CRC Texts in Statistical Science) - Hardcover

Jones, Peter Watts; Smith, Peter

Hardcover

ISBN 10: 1498778119 ISBN 13: 9781498778114

Verlag: Chapman and Hall/CRC, 2017

Inhaltsangabe

Based on a well-established and popular course taught by the authors over many years, Stochastic Processes: An Introduction, Third Edition, discusses the modelling and analysis of random experiments, where processes evolve over time. The text begins with a review of relevant fundamental probability. It then covers gambling problems, random walks, and Markov chains. The authors go on to discuss random processes continuous in time, including Poisson, birth and death processes, and general population models, and present an extended discussion on the analysis of associated stationary processes in queues.

The book also explores reliability and other random processes, such as branching, martingales, and simple epidemics. A new chapter describing Brownian motion, where the outcomes are continuously observed over continuous time, is included. Further applications, worked examples and problems, and biographical details have been added to this edition. Much of the text has been reworked. The appendix contains key results in probability for reference.

This concise, updated book makes the material accessible, highlighting simple applications and examples. A solutions manual with fully worked answers of all end-of-chapter problems, and Mathematica® and R programs illustrating many processes discussed in the book, can be downloaded from crcpress.com.

Über diesen Titel

Über die Autorin bzw. den Autor

Peter W. Jones is a professor and Pro Vice Chancellor for Research and Enterprise at Keele University in Staffordshire, UK.

Peter Smith is a Professor Emeritus in the School of Computing and Mathematics at Keele University in Staffordshire, UK.

Details zur Ausgabe

• Verlag: Chapman and Hall/CRC
• Erscheinungsdatum: 2017
• Sprache: Englisch
• ISBN 10: 1498778119
• ISBN 13: 9781498778114
• Einband: Tapa dura
• Auflage: 3
• Anzahl der Seiten: 270
• Kontakt zum Hersteller: Nicht verfügbar