Mathematics Homework Help

University of Harvard ANOVA Linear Additive Question

I’m trying to study for my Applied Mathematics course and I need some help to understand this question.

Hello, I am stranded anyone available to help me with a design and analysis of experiments question? the question is attached below: 2