Skip to main content
Skip header

Special Statistical Methods

Type of study Doctoral
Language of instruction Czech
Code 639-0919/02
Abbreviation SSM
Course title Special Statistical Methods
Credits 10
Coordinating department Department of Quality Management
Course coordinator prof. Ing. Darja Noskievičová, CSc.

Osnova předmětu

1. Theoretical basis of SPC (SPC as testing statistical hypothesis, false signal, missingsignal, ARL). Basic models of the proces variability (see VDA 4.1).
2. Preconditions of classical Shewhart control charts+ methods for verification of these preconditions (testing statistical hypothesis, graphs).
3. Setting the sample size and control frequency, their influence on the performance of the control chart. Formation of the rational subgroup.
4. Control charts for nonnormal data.
5. Acceptance and modified control charts.
6. EWMA, CUSUM charts.
7. SPC for autocorrelated data.
8. Multivariable SPC.
9. Short Run contorl charts..
10. SPC a EPC (Engineering Process Control).
11. Theoretical basis of aceptance sampling (AS). (AS as testing statistical hypothesis, consumer and producer risks).
12. Construction of operatonal charactersitics for AS plans.
13. Systems of sampling plans.

Povinná literatura

[1] Montgomery, D.C.: Introduction to Statistical Quality Control, 5th
Edition. Milwaukee: ASQ, 2004. ISBN 0471656313 

Doporučená literatura

[1] Pyzdek, T.: Quality Engineering Handbook, 2nd Edition. Milwaukee:
ASQ, 2003. ISBN 0824746147 
[2] Pyzdek, T.: The Six Sigma Handbook, Second Edition.
Milwaukee:ASQ, 2003. ISBN 0071410155 
[3] Bothe, D.R.: Measuring Process Capability: Techniques and
Calculations for Quality and Manufacturing Engineers. Milwaukee: ASQ, 2001. ISBN 0-07-006652-3