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.

    1. plot cumulative count against year

    2. Fit linear and exponential regression models to these data

    3. Examine plots of residuals

    4. 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