Given is the diabetic data file.
(1) Use R to construct the table given:
Race Age Group
(0-20) Age Group
(20-60) Age Group
(60-80) Age Group
(>80)
Race Type
Gender
Male
Female
Time in Hospital
Medical Specialty
A1C >7
A1C <= 7
A1C = None
Metformin
Repaglinide
Nateglinide
Glimepride
Rosiglitazone
Insulin
DiabetesMed
readmitted
Question 2: Use R to solve (A) or (B)
(A) Using the above table find if there is a difference between Genders based on Time in hospital, Readmitted, and A1C values. Use your own favorite statistical test and Construct flow diagram .and use R to solve your hypothesis.
(B) Using the above table find if there is a difference between Genders and Race based on Metformin, Insulinand Nateglinide. Use your own favorite statistical test to answer the question. Construct flow diagram as and use R to solve your hypothesis.
Question 3:
For the features used in Question 2, compute the odds ratio for Male vs Females.
