Dunnett not for continuous scales? Really? [General Statistics]
Dear Helmut!
Where does this opinion come from
. AFAIK is Dunnett's test a post-hoc test within the ANOVA framework to compare many means to one control. ANOVA always deals with measurements on continuous (metric) scales. Or do I miss somefink here?
Moreover Hauschke, Steinijans and Pigeot [1] explicitly recommend Dunnett's test for evaluation of studies with more than one Test formulations versus one reference. See Chapter 7.
For dose linearity studies (comparing more then 2 dose adjusted PK characteristics) they derive from the intersection-union principle "... Hence for a joint decision rule where all requirements must be fulfilled, no adjustment of the comparison wise type I error is needed ...". See page 170 of the reference. The argumentation given is plausible for me also as an amateur in statistics I'm not able to prove it.
BTW: Where does the 2-stage design come into play for dose-proportionality studies?
[1] Hauschke, Steinijans and Pigeot
Bioequivalence Studies in Drug Development
Wiley, Chichester 2007
❝ ... Since in dose-proportionality (aside from setting up a power model) we often compare dose-adjusted responses to one dose-level (and do not perform all pairwise tests) a variant of Dunnett’s test might be suitable. Unfortunately Dunnett is only applicable for nominal scales, not for continuous ones (doses).
Where does this opinion come from

Moreover Hauschke, Steinijans and Pigeot [1] explicitly recommend Dunnett's test for evaluation of studies with more than one Test formulations versus one reference. See Chapter 7.
For dose linearity studies (comparing more then 2 dose adjusted PK characteristics) they derive from the intersection-union principle "... Hence for a joint decision rule where all requirements must be fulfilled, no adjustment of the comparison wise type I error is needed ...". See page 170 of the reference. The argumentation given is plausible for me also as an amateur in statistics I'm not able to prove it.
BTW: Where does the 2-stage design come into play for dose-proportionality studies?
[1] Hauschke, Steinijans and Pigeot
Bioequivalence Studies in Drug Development
Wiley, Chichester 2007
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Regards,
Detlew
Regards,
Detlew
Complete thread:
- Two-stage (any method) and multiplicity Helmut 2011-10-30 17:36 [General Statistics]
- Two-stage (any method) and multiplicity ElMaestro 2011-10-30 18:26
- Dose-dependent PK Helmut 2011-11-02 22:30
- Dunnett not for continuous scales? Really?d_labes 2011-11-01 11:11
- Yes, yes – but another construction site Helmut 2011-11-02 22:18
- PowerTOST help d_labes 2011-11-03 13:18
- PowerTOST help (solved) Helmut 2011-11-03 14:28
- intersection-union test martin 2011-11-03 22:28
- IUT and Dunnett: code for comparison of power martin 2011-11-05 23:43
- PowerTOST help d_labes 2011-11-03 13:18
- Yes, yes – but another construction site Helmut 2011-11-02 22:18
- Two-stage (any method) and multiplicity ElMaestro 2011-10-30 18:26