Basic definitions and concepts -- Data graphics -- Introduction to probability : the binomial and normal probability distributions -- Choosing samples -- Statistical inference : estimation and hypothesis testing -- Sample size and power -- Linear regression and correlation -- Analysis of variance -- Factorial designs -- Transformations and outliers -- Experimental design in clinical trials -- Quality control -- Validation -- Computer-intensive methods -- Nonparametric methods -- Optimization techniques and screening designs.