This course introduces the definition of mains effects and interactions in experiments. Explores the two-factor factorial experiments and the analysis of variance extended to factorial experiments. Participants will learn to check model assumptions in a practical design experiment and drawing meaningful conclusions to support informed decision-making in real-world applications.