- Linear/non-linear regression, calibration straight line method, detection limit, confidence interval of the prediction and parameters, confidence bands
- Generalization of straight line regression, multiple linear regression, residual analysis, full and partial factorial experimental designs, design principle, calculation of effects and regression coefficients, analysis of variance, confidence intervals, mean deviation
- Overview of experimental designs (e.g. 2^3, central composite, D-optimal, mixture designs, etc.), coefficient calculation in Excel, optimization options with DOE software using a practical example, software overview, validation, optimization options with DOE software using a practical example, software overview, validation.2^3, central composite, D-optimal, mixture designs, etc.), coefficient calculation in Excel, optimization options with DOE software using a practical example, software overview, validation.
- Follow-up of content, exercises, self-study.
- Exam preparation.