R-language (urgent)
vinay R
vinayrquestins.docx
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.
