Syllabus
1. On-line statistical process control (Shewart control charts, CUSUM control charts, EWMA control charts).
2. Off-line statistical process control (detection of changes of parameters in the location model, detection of changes of parameters in the model of linear regression, detection of changes of parameters in the autoregression model, distribution of extremes).
3. Sampling plans for inspection by attributes (case of isolated lots, continuous production, intermittent control).
4. Sampling plans for inspection by measurement for univariate and multivarialte data (normally distributed data, not normally distributed data).
Annotation
On-line statistical process control (Shewart CUSUM and EWMA control charts). Off-line statistical process control
(detection of changes of parameters in the location model, in the model of linear regression and in the autoregression model, distribution of extremes).
Sampling plans for inspection by attributes (case of isolated lots, continuous production, intermittent control). Sampling plans for inspection by measurement for univariate and multivariate data (normally and not normally distributed data).
Requirements:basics of probability and statistics.