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Introduction to Probability

Introduction to Probability

by George G. Roussas
Hardback
Publication Date: 02/12/2013
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Introduction to Probability, Second Edition, discusses probability theory in a mathematically rigorous, yet accessible way. This one-semester basic probability textbook explains important concepts of probability while providing useful exercises and examples of real world applications for students to consider.

This edition demonstrates the applicability of probability to many human activities with examples and illustrations. After introducing fundamental probability concepts, the book proceeds to topics including conditional probability and independence; numerical characteristics of a random variable; special distributions; joint probability density function of two random variables and related quantities; joint moment generating function, covariance and correlation coefficient of two random variables; transformation of random variables; the Weak Law of Large Numbers; the Central Limit Theorem; and statistical inference. Each section provides relevant proofs, followed by exercises and useful hints. Answers to even-numbered exercises are given and detailed answers to all exercises are available to instructors on the book companion site.

This book will be of interest to upper level undergraduate students and graduate level students in statistics, mathematics, engineering, computer science, operations research, actuarial science, biological sciences, economics, physics, and some of the social sciences.
ISBN:
9780128000410
9780128000410
Category:
Probability & statistics
Format:
Hardback
Publication Date:
02-12-2013
Language:
English
Publisher:
Elsevier Science Publishing Co Inc
Country of origin:
United States
Edition:
2nd Edition
Pages:
546
Dimensions (mm):
235x191x28mm
Weight:
0.84kg

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