Applied Engineering Statistics

ISBN-13: 9781032119489 / Angielski / Twarda / 2021 / 482 str.

R. Russell Rhinehart; Robert M. Bethea

Opis

Thoroughly updated throughout, this second edition will continue to be about the practicable methods of statistical applications for engineers, and as well for scientists and people in business.

Spis treści

1. INTRODUCTION. 2. PROBABILITY. 3. DISTRIBUTIONS. 4. DESCRIPTIVE STATISTICS. 5. STATISTICAL INFERENCE AND ESTIMATIONS. 6. HYPOTHESIS FORMULATION AND TESTING. 7. NONPARAMETRIC TESTS. 8. REPORTING AND PROPAGATING ERROR IN CALCULATIONS. 9. RISK. 10. STOCHASTIC SIMULATION. 11. IMPACT OF RIGHT OR WRONG DECISIONS 12. ANALYSIS OF VARIANCE. 13. STEADY AND TRANSIENT STATE IDENTIFICATION. 14. LINEAR REGRESSION. 15. NONLINEAR REGRESSION. 16. EXPERIMENTAL DESIGN FOR LINEAR STEADY-STATE MODELS – SCREENING DESIGNS. 17. CONCEPTS FOR PHENOMENOLOGICAL MODEL VALIDATION. 18. EXPERIMENTAL DESIGN FOR NONLINEAR MODELS 19. STATISTICAL PROCESS CONTROL. 20. RELIABILITY. 21. CLASSIFICATION ALGORITHMS.