Concepts of Probability Theory

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INFORMATION

AUTHOR
Paul E. Pfeiffer
DIMENSION
6,17 MB
FILE NAME
Concepts of Probability Theory.pdf
ISBN
7764934188162

DESCRIPTION

This approach to the basics of probability theory employs the simple conceptual framework of the Kolmogorov model, a method that comprises both the literature of applications and the literature on pure mathematics. The author also presents a substantial introduction to the idea of a random process. Intended for college juniors and seniors majoring in science, engineering, or mathematics, the book assumes a familiarity with basic calculus. After a brief historical introduction, the text examines a mathematical model for probability, random variables and probability distributions, sums and integrals, mathematical expectation, sequence and sums of random variables, and random processes. Problems with answers conclude each chapter, and six appendixes offer supplementary material. This text provides an excellent background for further study of statistical decision theory, reliability theory, dynamic programming, statistical game theory, coding and information theory, and classical sampling statistics.

Pfeiffer (Author) 4.7 out of 5 stars 6 ratings. ISBN-13: 978-0486636771.

The unit develops probability concepts, including discrete and continuous random variables and distributions, independence, covariance and correlation, joint and conditional distributions, moments, generating functions, transformations, order statistics, distributions of sums of independent random variables and the Central ... This part is an introduction to standard concepts of probability theory. We discuss a variety of exercises on moment and dependence calculations with a real market example.

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