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Elementary Applications of Probability Theory

Elementary Applications of Probability Theory

Paperback

Series: Chapman & Hall/CRC Texts in Statistical Science, Book 32

General MathematicsProbability & Statistics

ISBN10: 0412576201
ISBN13: 9780412576201
Publisher: CRC Press
Published: May 15 1995
Pages: 308
Weight: 0.90
Height: 0.59 Width: 5.96 Depth: 9.40
Language: English
This book provides a clear and straightforward introduction to applications of probability theory with examples given in the biological sciences and engineering. The first chapter contains a summary of basic probability theory. Chapters two to five deal with random variables and their applications. Topics covered include geometric probability, estimation of animal and plant populations, reliability theory and computer simulation. Chapter six contains a lucid account of the convergence of sequences of random variables, with emphasis on the central limit theorem and the weak law of numbers. The next four chapters introduce random processes, including random walks and Markov chains illustrated by examples in population genetics and population growth. This edition also includes two chapters which introduce, in a manifestly readable fashion, the topic of stochastic differential equations and their applications.

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