Potvin revis(it)ed [Two-Stage / GS Designs]

posted by d_labes  – Berlin, Germany, 2014-06-03 10:47 (4037 d 20:14 ago) – Posting: # 13030
Views: 12,213

Dear Helmut!

Again :clap:!
That's worth a paper.

❝ I’m getting the impression that if PQRI would have had a closer look right from the start (instead of coming up with a ‘one size fits all’ α and playing with a “negligible inflation”), maybe we could have avoided all those effectless discussions we had the last years. :crying:


I think their approach was driven by the ability to perform only a limited number of study simulations per day, especially if the number of subjects rises.
Thus they have taken Pocock's 'universal' constant :-D and simply looked what happened. Instead of taking the approach as what it is: These nominal alpha's are lacking any theoretical justification and are used on a purely empirical basis for the BE decision in a crossover with interim sample size adaption. And thus should be adapted to this problem.
As they have done later in method D and Montague’s paper.
And as Anders had done in his epoch-making paper
A. Fuglsang
"Controlling type I errors for two-stage bioequivalence study designs"
Clinical Research and Regulatory Affairs, 2011; 28(4): 100–105

❝ BTW, in Montague’s paper I read “The simulations were performed using R […].” Nice to know.


R rulez :cool:!

❝ Then “A different randomly selected seed was used for each scenario.” Why? Shall we switch to setseed=FALSE in Power2Stage?


As I read this sentence they used a different seed, randomly selected, but fixed for each scenario (CV, n1) to be protected against artefacts resulting from the starting point of the pseudo-random number generator.
IMHO using a different but fixed seed or a single fixed seed doesn't make a big difference if we simulate with 1E6 sims.
Setting setseed=FALSE in Power2Stage would have the drawback of differing results even for one scenario (CV, n1) if run again.

BTW: What is Anders algo? His C programs?

Regards,

Detlew

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