Applied Statistics and Probability for Engineers

Applied Statistics and Probability for Engineers

Montgomery, Douglas C.

John Wiley and Sons Ltd

08/2007

784

Mole

Inglês

9780471794738

15 a 20 dias

Shows how to use statistical methods to design and develop new products, and new manufacturing systems and processes. This book covers regression modeling, design of engineering experiments, and statistical process control. It includes examples and exercises which uses real data and real engineering situations.
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. Random Sampling and Data Description. Chapter 7. 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. Nonparametric Statistics. Chapter 16. Statistical Quality Control Appendix. Appendix A. Statistical Tables and Charts. Appendix B: Bibliography. Appendix C: Answers to Selected Exercises. Glossary. Index. Problem Solutions.
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