Regression Analysis 2019
Contact of Instructor: Sharayu.Paranjpe@cytel.com and ushashok.paranjpe@gmail.com
home-work assignments
1. Multiple regression (10 marks)
2. Logistic regression (10 marks)
Quiz:
3. Drug safety data exercise (10 marks)
Each student will be given the name of a drug. Corresponding data on annual adverse event report count (ADR) will have to be copied from www.vigiaccess.org Following steps are to be implemented.
plot cumulative count against year
Fit linear and exponential regression models to these data
Examine plots of residuals
Results will be discussed in class to arrive at the safety ranking of drugs
Result(IISER Pune)
1
2
3
4
5
6
7
Max
Min
Mean
Median
0.5XMedian
Grading Criteria
Grade Distribution
90
37
59.4 (SD=17.8)
58.8
29.4
O ≥ 85, A ≥ 75, B ≥ 60, C ≥ 40, D ≥ 30, F<30