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Multiple testing problems in pharmaceutical
statistics
Half-day course taught by Alex Dmitrienko
(Eli Lilly and Company) at the FDA/Industry Statistics Workshop
on Sep 15, 2008.
Textbook
Alex Dmitrienko, Geert Molenberghs, Christy
Chuang-Stein, Walt Offen. Analysis
of Clinical Trials Using SAS: A Practical Guide. SAS Press,
2005.
SAS code
Fallback macro
This macro computes adjusted p-values for
the fallback test [ Download].
GlobTest macro
This macro implements the O'Brien OLS, GLS
and rank-sum tests [ Download].
GlobSS macro
This macro performs sample size calculations
in studies with two arms based on the O'Brien OLS and GLS tests
[ Download].
Component macro
This macro performs inferences for individual
endpoints after a significant global test using the O'Brien OLS,
GLS and rank-sum tests [ Download].
Gatekeeper macro
This macro implements Bonferroni-based parallel
gatekeeping procedures [ Download].
TreeGatekeeper macro
This macro implements Bonferroni-based tree
gatekeeping procedures [ Download].
References
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Dmitrienko A, Molenberghs A, Christy C, Offen
W. (2005). Analysis of Clinical Trials Using SAS: A Practical
Guide. SAS Press.
Dmitrienko A, Tamhane A, Wang X, Chen X.
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Dmitrienko A, Wiens B, Tamhane A, Wang X.
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Dmitrienko A, Tamhane A, Wiens B. (2008).
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