Description
Book SynopsisThe objective of this book is to motivate an appreciation of contemporary statistical techniques within the context of engineering. The author presents an optimum blend between statistical thinking and statistical methodology through emphasis of a broad sweep of tools rather than endless streams of seemingly unrelated methods and formulae.
Table of Contents1. Methods of Collecting and Presenting Data.
2. Measures of Location and Dispersion.
3. Probability and Common Probability Distributions.
4. Point Estimation.
5. Confidence Intervals an Hypothesis test - One Sample.
6. Confidence intervals and Hypothesis Tests-Two Samples.
7. Tolerance Intervals an Prediction Intervals.
8. Simple Linear Regression, Correlation and Calibration.
9. Multiple Regression.
10. Mechanistic Models.
11. Control Charts and Quality Improvement.
12. Design and Analysis of Experiments.
13. Measurement System Appraisal.
14. Reliability Analysis and Life Testing.
15. Analysis of Categorical Data.
16. Distribution-Free Procedures.
17. Tying It All Together.
