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Publisher: John Wiley & Sons; 1 edition

Language: English

ISBN: 0470025948

Paperback: 482 pages

Data: April 28, 2006

Format: PDF

Description: Probability is a vital measure in numerous disciplines, from bioinformatics and econometrics to finance/insurance and computer science. Developed from a successful course, Fundamental Probability provides an engaging and hands-on introduction to this important topic. Whilst the theory is explored in detail, this book also emphasises practical applications, with the presentation of a large variety of examples and exercises, along with generous use of computational tools.

Based on international teaching experience with students of statistics, mathematics, finance and econometrics, the book:

* Presents new, innovative material alongside the classic theory.

* Goes beyond standard presentations by carefully introducing and discussing more complex subject matter, including a richer use of combinatorics, runs and occupancy distributions, various multivariate sampling schemes, fat-tailed distributions, and several basic concepts used in finance.

* Emphasises computational matters and programming methods via generous use of examples in MATLAB.

* Includes a large, self-contained Calculus/Analysis appendix with derivations of all required tools, such as Leibniz?rule, exchange of derivative and integral, Fubini

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