| Date |
Class |
Event |
Lecture Topic |
Reading
*
Assignment
(optional) |
|
Tues
Jan 22
|
1 |
. |
Multiple linear regression (MLR);
Adjusted variable plots;
Linear spline models;
Analysis of Variance (ANOVA) |
428 - 440
|
Thurs
Jan 24
|
2 |
|
Analysis of Covariance (ANCOVA) |
442 - 446,
473 - 481
|
Tues
Jan 29
|
3 |
. |
Inference for MLR;
model selection and checking |
|
Thurs
Jan 31
|
4 |
|
MLR example in detail |
|
Tues
Feb 5
|
5 |
PS 1
due |
Introduction to logistic regression (LR) |
567 - 569,
550 - 557,
561 - 563 |
Thurs
Feb 7
|
6 |
Quiz 1 |
LR example in detail |
|
Tues
Feb 12
|
7 |
. |
Propensity scores to control for
potential confounding |
447 - 455 |
Thurs
Feb 14
|
8 |
PS 2
due |
Review lecture |
|
Tues
Feb 19
|
9 |
|
MIDTERM EXAMINATION |
|
Thurs
Feb 21
|
10 |
|
Introduction to survival
analysis
|
661 - 671 |
Tues
Feb 26
|
11 |
|
Kaplan-Meier estimate of survival curves;
Log-rank statistic |
672 - 679
|
Thurs
Feb 28
|
12 |
PS 3 due |
Poisson regression;
Person-years |
|
Tues
Mar 4
|
13 |
QUIZ 2
|
Proportional hazards regression models
(PHR)
|
679 - 693 |
Thurs
Mar 6
|
14 |
|
PHR example in detail |
|
Tues
Mar 11
|
15 |
PS 4 due |
Review Lecture |
|
Thurs
Mar 13
|
16 |
|
FINAL EXAMINATION |
|
* Bernard Rosner, Fundamentals of
Biostatistics, (2006).
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TA Log
Last edited:
17 December, 2007
©2008,
Department of Biostatistics,
Johns Hopkins
Bloomberg School of Public Health
All Rights
Reserved |
