Introduction to experimental design -- Comparison of mean values -- Nonparametric methods -- Regression and correlation -- Multivariate methods -- Factorial design of experiments -- Response-surface methodology -- Model-dependent optimization -- Sequential methods and model-independent optimization -- Experimental designs for mixtures -- Artificial neural networks and experimental design.