| Date |
Class |
Event |
Lecture Topic |
Reading *
Assignment
(optional) |
|
Tues
Jan 19
2016
|
1 |
. |
Multiple linear regression (MLR);
Adjusted variable plots;
Linear spline models;
Analysis of Variance revisited
|
516-522
|
Thurs
Jan 21
|
2 |
|
Analysis of Covariance revisited |
553-555 |
Tues
Jan 26
|
3 |
. |
MLR:
model selection and checking |
468-483 |
Thurs
Jan 28
|
4 |
|
MLR example in detail |
|
Tues
Feb 2
|
5 |
PS 1
due |
Logistic regression (LR) revisited |
377-380
628-643 |
Thurs
Feb 4
|
6 |
Quiz 1 |
LR example in detail |
|
Tues
Feb 9
|
7 |
. |
Propensity scores to control for
potential confounding |
|
Thurs
Feb 11
|
8 |
PS 2
due |
Review lecture |
|
Tues
Feb 16
|
9 |
|
MIDTERM EXAMINATION |
|
Thurs
Feb 18
|
10 |
|
Poisson regression for event counts and
exposure; person-years |
|
Tues
Feb 23
|
11 |
|
Survival analysis |
758-767
|
Thurs
Feb 25
|
12 |
|
Log-rank statistic for comparing survival
curves |
767-773 |
Tues
Mar 1
|
13 |
PS 3
due
|
Proportional hazards regression models
(PHR)
|
774-783 |
Thurs
Mar 3
|
14 |
QUIZ 2 |
PHR example in detail |
|
Tues
Mar 8
|
15 |
PS 4 due |
Review Lecture |
|
Thurs
Mar 10
|
16 |
|
FINAL EXAMINATION |
|
* Bernard Rosner, Fundamentals of
Biostatistics, (2012).
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TA Log
Last edited:
13 January, 2016
©2016,
Department of Biostatistics,
Johns Hopkins
Bloomberg School of Public Health
All Rights
Reserved |
