Coronary artery disease, the most common form of cardiovascular disease, is the leading cause of death in North America today. The major risk factors that have been proven to increase your risk of heart disease are blood pressure (BP in mmHg), Cholesterol (HDL in mg/di), blood sugar level (Sgr in mmol/L), weight (Wt in Kg), smoking status (Smkg Yes/ No), age (Age in years), etc.

The task for you is to create a hypothetical data set for 20 individuals for the above variables, with the dependent variable as "whether or not they had a heart attack (yes/ no)".

Using your hypothetical data to fit a logistic regression model to the data using SPSS. Paste the output into the report and interpret the result.