Title: Elementary Applications of Probability Theory: With an introduction to stochastic differential equations (Chapman & Hall/CRC Texts in Statistical Science)
Publisher: Chapman and Hall/CRC
Publication Date: 2019
Language: English
ISBN 10: 0367449056
ISBN 13: 9780367449056
Binding: Soft cover
Edition: 2nd Edition
Condition: New

About this title

Synopsis

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.