Please read the PDF file I attached. ONLY NEED to modify the STATISTICAL ANALYSI

Please read the PDF file I attached. ONLY NEED to modify the STATISTICAL ANALYSIS PLAN part. Right now, I use the linear regression model. However for a two-sample t-test its not appropriate. I have to focus on the mean difference between models. Please construct a more appropriate model for the test.