Statistics 565
Methods in Biostatistics
Lecture Notes: (pdf files with 4 slides per page)
1. Introduction
(updated 8/23/05)
2. Observational Studies (updated
8/31/05)
3.
Randomized
Clinical Trials (updated 9/05/05)
4. Models for time to event analysis (updated 9/09/05)
5. Nonparametric estimation (updated 9/25/05)
6. Proportional hazards models (updated
10/06/05 )
7. Power and Diagnostics
(updated 10/15/05 )
8. Longitudinal Studies (Part I)
(updated 11/07/05 )
9. Longitudinal Studies (Part II)
(updated 11/15/05 )
10. Longitudinal Studies (Part III)
(updated 11/29/05 )
11. Nonlinear Mixed Models
(updated 12/05/05 )
Computer Code and Data Files
Used in the Lecture Notes (text
files):
SAS
DATA
R
1. mcnemar.sas
midiab.matched.txt
midiab.matched.R
2.
margodds.R
3. benignbreast.sas bbdm13.dat
4.
bbreast.txt
benignbreast.R
5. lead.sas
lead.R
6. randombin.sas
randombin.R
7. randomblock.sas
randomblock.R
8. weibull1.sas
bcancer1.dat
weibull1.R
9. weibull2.sas
bcancer2.dat
weibull2.R
10. vakm.sas
va.dat
vakm.R
11. smooth macro
va.dat
vakm.smooth.R
12. LINRANK
macro (Weighted linear
rank tests)
13. RAND_GEN macro
14. PERM_GEN
macro (Generate all possible random
assignments)
15.
TEST macro
(Compute p-values for randomization distributions)
16. SURVPOW
macro
(Compute power)
17.
va.perm.sas
18.
spower.sas
19. vacoxph.sas
va.dat
vacoxph.R
20. vacoxph2.sas
va.dat
(Model Selection)
21. vacoxph3.sas
va.dat
vacoxph3.R
22. phpow.macro.sas (marco for computing power or sampes sizes)
23.
vacoxph.diag.sas va.dat
vacoxph.diag.R
24. schoen.macro.sas (marco for computing Schoenfeld residuals)
25.
daspline.macro.sas (marco for fitting splines )
26.
phlev.macro.sas
27. rats.sas
rats.dat rats.R
28. milkprotein.sas dhlx.example1_4.data
milkprotein.R
29. pigment.sas pigment.dat
30. milkprotein3.sas
dhlx.example1_4.dat
31. dhlz.example8_1.sas
dhlx.example8_1.dat
32. nestgee.sas
33. seizures.sas
seizures.dat
34. seizglmm.sas seizures.dat
35. nestglmm.sas
36. glmm800.sas