A 10-year study conducted by the American Heart Association provided data on how age, blood pressure, and smoking relate to the risk of strokes. Assume that the following data are from a portion of this study. Risk is interpreted as the probability (times 100) that the patient will have a stroke over the next 10-year period. For the smoking variable, define a dummy variable with 1 indicating a smoker and 0 indicating a nonsmoker.

Predict student retention for Lakeland College

To investigate the relationship between student GPA and attending orientation program on rentention at Lakeland College.

During the early phase of the pandemic, hospital intensive care units (ICU) experienced a surge of critically ill COVID-19 patients. With limited resources, management wants us to develop a model that can: (a) identify independent clinical features related with ICU admissions and (b) predict ICU admissions.