04 March 2009

[yim199] Probability and Statistics for Engineers and Scientists-Walpole(2006)

For those interested in learning more about probability and statistics.
The general goals for the eighth edition remain the same as those in recent editions. Author feel as if it is important to retain a balance between theory and applications. Engineers and physical scientists as well as computer scientists are trained in calculus and thus mathematical support is given when we feel as if the pedagogyis enhanced by it. This approach prohibits the material from becoming a collection of tools with no mathematical roots. Certainly students with a mathematical background of calculus, and, in a few cases, linear algebra, have the capability to understand the concepts more thoroughly and use the resulting tools more intelligently. Otherwise there is a clear danger that, the student will only be able to apply the material within very narrow bounds.

Table of Content :

1 Introduction to Statistics and Data Analysis
2 Probability
3 Random Variables and Probability Distributions
4 Mathematical Expectation
5 Some Discrete Probability Distributions
6 Some Continuous Probability Distributions
7 Functions of Random Variables (Optional)
8 Fundamental Sampling Distributions and Data Descriptions
9 One-and Two-Sample Estimation Problems
10 One- and Two-Sample Tests of Hypotheses
11 Simple Linear Regression and Correlation
12 Multiple Linear Regression and Certain Nonlinear Regression Models
13 One-Factor Experiments: General
14 Factorial Experiments (Two or More Factors)
15 k-Factorial Experiments and Fractions
16 Nonparametric Statistics
17 Statistical Quality Control

A Statistical Tables and Proofs
B Answers to Odd-Numbered Non-Review

# Title : Probability & Statistics for Engineers & Scientists (8th Edition)
# Author : Ronald E. Walpole, Raymond H. Myers, Sharon L. Myers, Keying Ye

# Hardcover : 848 pages
# Publisher: Prentice Hall; 8 edition (March 5, 2006)
# Language: English
# ISBN-10: 0131877119
# ISBN-13: 978-0131877115


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