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Applied Statistics and Probability for Engineers, 5th Edition

Applied Statistics and Probability for Engineers, 5th Edition


By: Douglas C. Montgomery, George C. Runger

10 Digit  ISBN   0470053046    0-470-05304-6
13 Digit ISBN :  9780470053041    978-0-470-05304-1

Applied Statistics and Probability for Engineers focus on how statistical tools are integrated into engineering problem-solving process. Includes descriptive statistics, probability and probability distributions, designing and analyzing engineering experiments, and statistical process control.


Applied Statistics and Probability for Engineers, 5th Edition
Douglas C. Montgomery, George C. Runger

Montgomery and Runger's best-selling engineering statistics text provides a practical approach oriented to engineering as well as chemical and physical sciences. By providing unique problem sets that reflect realistic situations, students learn how the material will be relevant in their careers and is suitable for a one- or two-term course in probability and statistics.

With a focus on how statistical tools are integrated into the engineering problem-solving process, all major aspects of engineering statistics are covered, including descriptive statistics, probability and probability distributions, statistical test and confidence intervals for one and two samples, building regression models, designing and analyzing engineering experiments, and statistical process control.

Developed with sponsorship from the National Science Foundation, this text incorporates many insights from the authors' teaching experience along with feedback from numerous adopters of previous editions.

New Features to the 5th Edition

  -  Nonparametric Statistics is now integrated into mainstream hypothesis testing in Chapters 9 and 10, rather than in a separate chapter (formerly Chapter 15 in the Fourth Edition).

  -  p-value: increased emphasis on p-value in hypothesis testing,

  -  Beta distribution has been added

  -  Practical interpretations: brief comments have been added at the end of many examples to emphasize the practical interpretations of the results.

  -  New homework problems: 200 new homework problems have been added

Table of Contents

INSIDE FRONT COVER Index of Applications in Examples and Exercises.

Chapter 1. The Role of Statistics in Engineering.

Chapter 2. Probability.

Chapter 3. Discrete Random Variables and Probability Distributions.

Chapter 4. Continuous Random Variables and Probability Distributions.

Chapter 5. Joint Probability Distributions.

Chapter 6. Descriptive Statistics.

Chapter 7. Sampling Distributions and Point Estimation of Parameters.

Chapter 8. Statistical Intervals for a Single Sample.

Chapter 9. Tests of Hypotheses for a Single Sample.

Chapter 10. Statistical Inference for Two Samples.

Chapter 11. Simple Linear Regression and Correlation.

Chapter 12. Multiple Linear Regression.

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

Chapter 14. Design of Experiments with Several Factors.

Chapter 15. Statistical Quality Control.

Appendices.

Appendix A. Statistical Tables and Charts.

Appendix B. Answers to Selected Exercises.

Appendix C. Bibliography.

Glossary.

Index.

Index of Applications in Example and Exercises, Continued.


Product Title:   Applied Statistics and Probability for Engineers, 5th Edition
10 Digit ISBN/Part Number:   0470053046
13 Digit ISBN:   9780470053041
Author:   Douglas C. Montgomery, George C. Runger
Publisher:   John Wiley & Sons
Publication Date:   2010
Media:   Hardcover Book
Usually ships within:   1
Retail Price:   US$216.75
Your Price:   US$134.39
You Save:   US$82.36

Applied Statistics and Probability for Engineers, 5th Edition

 

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Keywords:   0-470-05304-6,978-0-470-05304-1,probability,doe,statistics,engineering statistics,design of experiments,descriptive statistics,statistical quality control,douglas c. montgomery,george c. runger,applied statistics and probability for engineers


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