Industrial Statistics A Computer-Based Approach with Python
This innovative textbook presents material for a course on industrial statistics that incorporates Python as a pedagogical and practical resource. Drawing on many years of teaching and conducting research in various applied and industrial settings, the authors have carefully tailored the text to pro...
| Main Authors: | , , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Cham
Birkhäuser
2023, 2023
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| Edition: | 1st ed. 2023 |
| Series: | Statistics for Industry, Technology, and Engineering
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- The Role of Statistical Methods in Modern Industry
- Basic Tools and Principles of Process Control
- Advanced Methods of Statistical Process Control
- Multivariate Statistical Process Control
- Classical Design and Analysis of Experiments
- Quality by Design
- Computer Experiments
- Cybermanufacturing and Digital Twins
- Reliability Analysis
- Bayesian Reliability Estimation and Prediction
- Sampling Plans for Batch and Sequential Inspection