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Random Walk

Autor Gregory F. Lawler, Vlada Limic
en Limba Engleză Hardback – 11 iul 2017
Random walks are stochastic processes formed by successive summation of independent, identically distributed random variables and are one of the most studied topics in probability theory. This contemporary introduction evolved from courses taught at Cornell University and the University of Chicago by the first author, who is one of the most highly regarded researchers in the field of stochastic processes. This text meets the need for a modern reference to the detailed properties of an important class of random walks on the integer lattice. It is suitable for probabilists, mathematicians working in related fields, and for researchers in other disciplines who use random walks in modeling.
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Specificații

ISBN-13: 9780521519182
ISBN-10: 0521519187
Pagini: 378
Ilustrații: 7 b/w illus. 85 exercises
Dimensiuni: 157 x 235 x 27 mm
Greutate: 0.76 kg
Editura: Cambridge University Press
Locul publicării:Cambridge, United Kingdom

Cuprins

Preface; 1. Introduction; 2. Local central limit theorem; 3. Approximation by Brownian motion; 4. Green's function; 5. One-dimensional walks; 6. Potential theory; 7. Dyadic coupling; 8. Additional topics on simple random walk; 9. Loop measures; 10. Intersection probabilities for random walks; 11. Loop-erased random walk; Appendix; Bibliography; Index of symbols; Index.

Recenzii

'… this excellent introduction for researchers precisely presents many classical results in an excellently written and easy-to-follow manner.' Alexander Tzanov, Computing Reviews
'This book is a beautiful introduction to the theory of random walks for researchers as well as graduate students.' Zentralblatt MATH

Descriere

An advanced treatment of random walks written for students and researchers in probability and related fields.