Description: A First Course in Stochastic Processes Samuel Karlin (Author), Howard E. Taylor (Author) 9780123985521 Multiple-component retail product, published 2 May 1975 576 pages 22.9 x 15.2 x 3.3 cm, 0.86 kg The purpose, level, and style of this new edition conform to the tenets set forth in the original preface. The authors continue with their tack of developing simultaneously theory and applications, intertwined so that they refurbish and elucidate each other. The authors have made three main kinds of changes. First, they have enlarged on the topics treated in the first edition. Second, they have added many exercises and problems at the end of each chapter. Third, and most important, they have supplied, in new chapters, broad introductory discussions of several classes of stochastic processes not dealt with in the first edition, notably martingales, renewal and fluctuation phenomena associated with random sums, stationary stochastic processes, and diffusion theory. Preface. Elements of Stochastic Processes. Markov Chains. The Basic Limit Theorem of Markov Chains and Applications. Classical Examples of Continuous Time Markov Chains. Renewal Processes. Martingales. Brownian Motion. Branching Processes. Stationary Processes. Review of Matrix Analysis. Index. Subject Areas: Applied mathematics [PBW], Probability & statistics [PBT], Real analysis, real variables [PBKB]
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BIC Subject Area 1: Applied mathematics [PBW]
BIC Subject Area 2: Probability & statistics [PBT]
BIC Subject Area 3: Real analysis, real variables [PBKB]
Publisher: Elsevier Science Publishing Co INC International Concepts
Publication Year: 1975
Subject: Mathematics
Item Height: 229 mm
Number of Pages: 576 Pages
Language: English
Publication Name: A First Course in Stochastic Processes
Item Weight: 875 g
Type: Textbook
Author: Howard E. Taylor, Samuel Karlin
Item Width: 152 mm