Help with A, B, C, D, E, and F from the information provided

The Mississippi Public Health Department is interested in understanding the relationship between body mass index (BMI) and the prevalence of diabetes among adults in the state. They collect data from a random sample of 400 adults, recording their BMI and whether they have been diagnosed with diabetes.

A.. Identify the level of measurement for the variables "BMI" and "diabetes diagnosis" (e.g., nominal, ordinal, interval, ratio), and explain your choice, considering the nature of the variables.

B. State the null and alternative hypotheses for this study.

C. What type of statistical analysis or test would be appropriate to assess the relationship between body mass index (BMI) and the prevalence of diabetes among adults in the state? Provide a rationale based on the level of measurement and the study design.

D. Describe the specific types of graphs you would use to visualize the data in this study. Explain the benefits of using these graphs.

E. What other variables would you recommend including in this study? Specify the levels of measurement for these additional variables.

F. If the p-value for the analysis is less than the significance level () set at 0.05, what conclusion can be drawn about the relationship between body mass index (BMI) and the prevalence of diabetes among adults in the state? If it's greater than 0.05, what conclusion can be made?