This assignment presents a student's analysis of a dataset using MANOVA to assess the effects of different drugs on cholesterol levels (LDL and HDL). The student utilized SPSS to conduct exploratory data analysis, including Q-Q plots to test for normality, and descriptive statistics to summarize the data. The core of the assignment involves performing an ANOVA and MANOVA to determine if there are statistically significant differences in the performance of the drugs. The results, including ANOVA tables and multiple comparison tables, are provided. The student also conducted a Tukey post hoc test to determine specific group differences. The assignment concludes with a reflection on the course, highlighting the knowledge gained in statistical tests, hypothesis testing, and the application of these skills to research, particularly in the context of dissertation work. The student suggests the need for more hands-on practice with SPSS and access to different data analysis software.