chapter 1. Initial considerations -- chapter 2. Topics of elementary statistics -- chapter 3. Understanding factorial designs -- chapter 4. Comparison of methodologies : study of one variable at a time versus factorial design -- chapter 5. Experimental strategy for fractional factorial and central composite rotational designs -- chapter 6. The Plackett and Burman designs -- chapter 7. Additional case studies : application to processes and formulation of products.