| Date |
Class |
Event |
Lecture Topic |
Reading
*
Assignment
(optional) |
|
Tues
Jan 24
|
1 |
. |
Multiple linear regression (MLR);
Adjusted variable plots;
Linear spline models;
Analysis of Variance revisited |
564-573
|
Thurs
Jan 26
|
2 |
|
Analysis of Covariance revisited |
589-593 |
Tues
Jan 31
|
3 |
. |
MLR:
model selection and checking |
510-538 |
Thurs
Feb 2
|
4 |
|
MLR example in detail |
|
Tues
Feb 7
|
5 |
PS 1
due |
Logistic regression (LR) revisited |
651-689 |
Thurs
Feb 9
|
6 |
Quiz 1 |
LR example in detail |
|
Tues
Feb 14
|
7 |
. |
Propensity scores to control for
potential confounding |
|
Thurs
Feb 16
|
8 |
PS 2
due |
Review lecture |
|
Tues
Feb 21
|
9 |
|
MIDTERM EXAMINATION |
|
Thurs
Feb 23
|
10 |
|
Survival
analysis revisited
|
781-789 |
Tues
Feb 28
|
11 |
|
Log-rank statistic for comparing survival
curves |
790-797
|
Thurs
Mar 1
|
12 |
PS 3 due |
Poisson regression for event counts and
exposure; person-years |
744-746 |
Tues
Mar 6
|
13 |
QUIZ 2
|
Proportional hazards regression models
(PHR)
|
797-812 |
Thurs
Mar 8
|
14 |
|
PHR example in detail |
|
Tues
Mar 13
|
15 |
PS 4 due |
Review Lecture |
|
Thurs
Mar 15
|
16 |
|
FINAL EXAMINATION |
|
* Bernard Rosner, Fundamentals of
Biostatistics, (2006).
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TA Log
Last edited:
19 January, 2012
©2012,
Department of Biostatistics,
Johns Hopkins
Bloomberg School of Public Health
All Rights
Reserved |
