This assignment focuses on applying MANOVA to analyze the effectiveness of different drugs in controlling cholesterol levels, specifically low-density lipoprotein (LDL) and high-density lipoprotein (HDL). The study involves a control group and three treatment groups receiving different drugs (A, B, and C). Exploratory data analysis reveals the average LDL and HDL levels among participants. The MANOVA results indicate a significant effect of drug type on cholesterol levels, with post-hoc tests highlighting differences in the performance of Drug B compared to Drugs A and C. The reflection section discusses the importance of correlation, regression, ANOVA, t-tests, and non-parametric tests covered in the course and emphasizes the need for case studies to improve problem identification skills in real-world applications. Desklib provides a platform to explore similar assignments and resources for students.