Applied statistics and probability for engineers

This text brings statistical tools to engineers and scientists who design and develop new products, new manufacturing systems and processes and who improve existing systems. Written by engineers for engineers, the examples and exercises are engineering-based, containing real data. And because computers are used to apply statistical methods to solve problems, output is presented from Statgraphics and SAS to illustrate what can be done with modern statistical software. Readers will master discrete and continuous random variables and probability distributions; point and interval estimation; testing hypotheses; simple and multiple linear regression; design of experiments; nonparametric statistics; and statistical quality control.

1 The Role of Statistics in Engineering

2 Probability

3 Discrete Random Variables and Probability Distributions

4 Continuous Random Variables and Probability Distributions

5 Joint Probability Distributions

6 Random Sampling and Data Description

7 Point Estimation of Parameters

8 Statistical Intervals for a Single Sample

9 Tests of Hypotheses for a Single Sample

10 Statistical Inference for Two Samples

11 Simple Linear Regression and Correlation

12 Multiple Linear Regression

13 Design and Analysis of Single-Factor Experiments: The Analysis of Variance

14 Design of Experiments with Several Factors

15 Nonparametric Statistics

16 Statistical Quality Control

Appendix A Statistical Tables and Charts

Appendix B Answers to Selected Exercises

Appendix C Bibliography (online)

Glossary

Index

Problem Solutions

Mevcut:*

Bound With These Titles

On Order

Özet

Özet

Table of Contents