
A First Course in Stochastic Models
Henk C. Tijms(Author)
Wiley (Publisher)
1st Edition
Published on 14. March 2003
Book
Paperback/Softback
448 pages
978-0-471-49881-0 (ISBN)
Description
Lehr- und Nachschlagewerk Stochastik -
An integrated presentation of theory, applications and algorithms that demonstrates how useful simple stochastic (random) models can be for gaining insight into the behaviour of complex stochastic systems. The methods described can be used to obtain solutions to problems in statistics, operations research, finance, economics and engineering. Following the success of the first edition, this updated edition will include new introductory material, and additional exercises specifically designed to enable the student to understand the solutions and the computations involved. New applications in finance and economics are included, along with discussions of software used for stochastic modeling.
More details
Edition
1., Aufl.
Language
English
Place of publication
Chichester
United Kingdom
Publishing group
John Wiley and Sons Ltd
Target group
College/higher education
Edition type
Revised edition
Illustrations
index
Dimensions
Height: 22.7 cm
Width: 18 cm
Weight
686 gr
ISBN-13
978-0-471-49881-0 (9780471498810)
Schweitzer Classification
Other editions
Additional editions


Content
Poission process and related processes; renewal-reward processes; discrete-time Markov chains; continuous-time Markov chains; Markov chains and queues; discrete-time Markov decision processes; semi-Markov decision processes; advanced renewal theory; algorithms analysis of queuing models; useful tools in applied probability; useful probability distributions; generating functions; the discrete fast Fourier transform; Laplace transformtheory; numerical Laplace inversion; the root-finding problem.