Science fiction [Two-Stage / GS Designs]

posted by Helmut Homepage – Vienna, Austria, 2014-06-23 16:53 (4017 d 08:42 ago) – Posting: # 13128
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Hi ElMaestro & Naveen,

❝ 1. There are no publications about two-stage BE trials combined with replicated designs.


Correct.

❝ You might be asked to prove by your own simulations that type I errors are controlled at max 5% or so.


Correct again. But – unless one has access to a supercomputer or grid-computing – I would say that’s science fiction. The problem lies in the intermediate power calculation and sample size esti­ma­tion for the second stage. Contrary to 2,2,2 crossovers and parallel designs there is no explicit formula… Although the convergence is pretty fast, we still would need 105 sim’s (the 104 the two Lászlós used in their paper was too low). With Power2Stage (or your famous C-code) on a rea­son­ably fast machine 2,2,2 sim’s run for ~two days. If we add sim’s within the sim’s that would mean ~2,700 years. I don’t believe in immortality. ;-)
If you start tomorrow, ask a fortune teller for the adjusted α to validate, buy every year the latest hard­ware, and believe in Moore’s law then you’ll be done in twenty years.

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