SURVIVAL ANALYSIS (52526) -- PROF. DAVID
ZUCKER -- COURSE MATERIALS
Course
Syllabus
Seminar
Syllabus
Link to SAS documention
Sample Exam
Targilim
Targil
#1
Targil
#2
Targil
#3
Targil
#4
Targil
#5
Targil
#6
Targil
#7
Targil
#8
Targil #9
Solutions
to Targilim
Targil
#1
Targil
#2
Targil
#3
Targil
#4: Part
1,
Part
2
Targil
#5
Targil #6
Question 1
- SAS
program
to run exponential regression analysis
- Output
from
exponential regression analysis
- SAS
program
to produce graphs of exponential regression CDF estimates
vs. nonparametric CDF estimates
- Graphs
for
exponential regression analysis
- SAS
program
to run Weibull regression analysis
- Output
from
Weibull regression analysis
- SAS
program
to produce graphs of Weibull regression CDF estimates vs.
nonparametric CDF estimates
- Graphs
for
Weibull
regression analysis
-
Summary
of
findings
Question
2
-
Handwritten
solution
-
Matlab
program
to perform the profile likelihood maximization
-
Output
from
the Matlab program
Targil
#7
Question
#1
(theoretical question)
Question
#2 (data analysis question)
-
SAS
Program
-
SAS
PHREG
Results
-
Graphs
of
Cox model vs. Kaplan-Meier survival distribution estimates for
each DIAB group
-
Matlab
program
to perform the Cox regression analysis
-
Output
from
Matlab program
-
Remarks
on
the results
Targil
8
Targil #9 (Qn #1)
In-Class Handouts
SAS
Program/Output
for PROC LIFEREG (23 Dec 08)
SAS
Program/Output
for PROC PHREG (30 Dec 08)
Confidence
Intervals
for the Survival Function in the Cox Regression Model (30 Dec
08)
SAS
Program/Output
for Example on Checking the Cox Model (20 Jan 09)
Supplementary Material
Paul Meier Obituary
Notes
on Representation
of the Nelson-Aalen Estimator as a Sum of I.I.D.R.V.'S
Notes
on
Brownian Motion and Brownian Bridge
Process
Convergence
Results for the Kaplan-Meier (KM) and Nelson-Aalen (NA)
Estimators
Piecewise
Exponential
Model
Area
Under
the KM Curve|
Schumacher
(1984)
Paper*
Kishon Divers Statistical Report
Table
of
Factors for Poisson-Based Confidence Intervals
Notes
on
Poisson and Chi-Square
Notes
on
General Theory of Profile Likelihood
A
Conversation with Sir David Cox*
The
Cox
Partial Likelihood as a Limit From a Piecewise Exponential
Model
Gill (1984)
Paper*
Lin, Wei, and
Ying (1993) Paper*
Notes
on Weighted Logrank Tests
Just
for
Fun*
* The links marked "*" are links to journal databases.
They should work from any on-campus computer.
Data Sets