Introduction to Probability, Statistical Methods, Design of Experiments and Statistical Quality Control
This revised book provides an accessible presentation of concepts from probability theory, statistical methods, the design of experiments, and statistical quality control. It is shaped by the experience of the two teachers teaching statistical methods and concepts to engineering students. Practical...
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| Hauptverfasser: | , |
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| Körperschaft: | |
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2024.
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| Ausgabe: | 2nd ed. 2024. |
| Schriftenreihe: | University Texts in the Mathematical Sciences,
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| Schlagworte: | |
| Online-Zugang: | https://doi.org/10.1007/978-981-99-9363-5 |
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Inhaltsangabe:
- Chapter 1. Introduction
- Chapter 2. Basic Concepts of Probability
- Chapter 3. Random Variable and Distribution Function
- Chapter 4. Standard Deviation
- Chapter 5. Multiple Random Variable and Joint Distribution
- Chapter 6. Limiting Distributions
- Chapter 7. Descriptive Statistics
- Chapter 8. Sampling Distributions
- Chapter 9. Estimation
- Chapter 10. Testing of Hypothesis
- Chapter 11. Analysis of Correlation and Regression
- Chapter 12. Single Factor Experimental Design
- Chapter 13. Multi-Factor Experimental Designs
- Chapter 14. Response Surface Methodology
- Chapter 15. Acceptance Sampling
- Chapter 16. Control Charts. Appendix A. Statistical Tables
- Appendix B. Introduction to the R Software Program. .