# Probability and Random VariablesA Beginner's Guide

## \$72.99 (X)

• Date Published: September 1999
• availability: Available
• format: Paperback
• isbn: 9780521644457

## \$72.99 (X) Paperback

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• This concise introduction to probability theory is written in an informal, tutorial style with concepts and techniques defined and developed as necessary. After an elementary discussion of chance, Stirzaker sets out the central and crucial rules and ideas of probability including independence and conditioning. Counting, combinatorics, and the ideas of probability distributions and densities follow. Later chapters present random variables and examine independence, conditioning, covariance, and functions of random variables, both discrete and continuous. The final chapter considers generating functions and applies this concept to practical problems including branching processes, random walks, and the central limit theorem. Examples, demonstrations, and exercises are used throughout to explore the ways in which probability is motivated by, and applied to, real life problems in science, medicine, gaming and other subjects of interest. Essential proofs of important results are included. Assuming minimal prior technical knowledge on the part of the reader, this book is suitable for students taking introductory courses in probability and will provide a solid foundation for more advanced courses in probability and statistics. It is also a valuable reference to those needing a working knowledge of probability theory and will appeal to anyone interested in this endlessly fascinating and entertaining subject.

• Very slow and gentle start which does not assume knowledge of calculus so suitable for students in any subject taking basic courses
• Treats discrete and continuous variable together allowing intuition to aid understanding
• Lots of exercises (with solutions) and examples and covers subject in a comprehensive way so suitable for any introductory course anywhere

## Reviews & endorsements

"In a very fine, appealing, and self-contained book with a wealth of illustrative examples, Stirzaker...superbly and informally presents with great clarity and accuracy various difficult concepts and techniques without invoking the rigor of mathematics...An excellent book, highly recommended." Choice

"I would not hesitate to recommend it for independent study to a colleague in mathematics or one of the natural or social sciences (assuming a working knowledge of calculus). I think the text would also work well in an independent study course with a bright, highly motivated, well-prepared undergraduate student." The American Statistician

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## Product details

• Date Published: September 1999
• format: Paperback
• isbn: 9780521644457
• length: 382 pages
• dimensions: 247 x 176 x 21 mm
• weight: 0.74kg
• contains: 50 b/w illus. 1 table 70 exercises
• availability: Available

1. Introduction
Part A. Probability:
2. The rules of probability
3. Counting and gambling
4. Distributions: trials, samples and approximation
Part B. Random Variables:
5. Random variables and their distributions
6. Jointly distributed random variables
7. Generating functions
8. Appendix: hints and solutions for selected exercises and problems.

• ## Instructors have used or reviewed this title for the following courses

• Discrete Structures for Computer Science
• ## Author

David Stirzaker, University of Oxford

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