Basic Maths and Statistics
Descriptive statistics and data display
- Various distributions and their descriptors
- SEM, confidence and prognosis interval
- visualization
- Regression
- Sampling, sample size I
Statistics and Quality I
- Measurement system Analysis (MSA)
- Repeatability and Reproducibility
- Control charts and Control limits
- Special and random cause variation
Analytical statistics I
- Hypothesis testing
- p-value and alpha
- Errors 1st and 2nd kind (alpha and beta)
- Statistical tests for
- means (z, t)
- std dev (F)
- outliers (Grubbs, Dixon, Nalimov,Huber...)