Probability and Random Variables: A Beginner's Guide / Edition 1

Probability and Random Variables: A Beginner's Guide / Edition 1

by David Stirzaker, Stirzaker David
     
 

ISBN-10: 0521644453

ISBN-13: 9780521644457

Pub. Date: 02/28/2015

Publisher: Cambridge University Press

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

Overview

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.

Product Details

ISBN-13:
9780521644457
Publisher:
Cambridge University Press
Publication date:
02/28/2015
Edition description:
New Edition
Pages:
380
Product dimensions:
6.85(w) x 9.72(h) x 0.87(d)

Table of Contents

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.

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