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Basic Statistical Methods of Quality Management

Type of study Bachelor
Language of instruction Czech
Code 639-2005/02
Abbreviation ZSM
Course title Basic Statistical Methods of Quality Management
Credits 6
Coordinating department Department of Quality Management
Course coordinator prof. Ing. Darja Noskievičová, CSc.

Osnova předmětu

1. Meaning of statistical methods for quality management. Quality characteristics and random variables.
2. Fundamentals of mathematical statistics and theory of probability (repetition).
3. Analysis of the process variation. Common and assignable causes of the process variation. Explanation of the therms „Statistically stable process“, „Capable process“, their relationships.
4. Basic description and examples of application of SQC methods.
5. Check sheets. Flow charts (theory, interpretation, application).
6. Histograms (theory, interpretation, application).
7. Scatter plots (theory, interpretation, application). Basics of regression and correlation analysis.
8. Fishbone diagram. Brainstorming.
9. Pareto analysis.
10. Basics of statistical process control (SPC). Shewhart control charts.
11. Variables SPC.
12. Attributes SPC.
13. Basics of acceptance sampling. Sampling plans. Operating characteristics curve.
14. ISO standards for SPC and acceptance sampling.

Povinná literatura

MONTGOMERY, D. C. Statistical quality control: A modern introduction. Hoboken: J. Wiley, 2013. ISBN 978-1118146811.

Doporučená literatura

MITRA, A. Fundamentals of quality control and improvement. Hoboken: Wiley, 2016. ISBN: 978-1-118-70514-8 .