Applied Stochastic Modelling, 2e
Byron J.T. Morgan, University of Kent
CRC Press, Inc., 2012
ISBN: 978-1-58488-666-2;
Language: English
Written for senior-level undergraduate and graduate students, this book discusses probability and statistical theory in a variety of real-world applications. The book explains how to construct, fit, and evaluate statistical and stochastic models for use in diverse areas such as geology, sociology, biology, and economics. Topics include model fitting, optimization, Monte Carlo inference, Bayesian methods, and simulation techniques.
MATLAB is used to solve numerous examples in the book. In addition, a supplemental set of MATLAB code files is available for download.
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