Example w.o. intermediate power [Two-Stage / GS Designs]
❝ Of course you can formulate the Potvin's decision scheme B without them.
❝ But then it will happen that the sample size estimation step will give you a number which is smaller or at best equal to that you have already used for step 1.
❝
❝ Now what then?
❝ Natural would be: STOP study. Bioequivalence not proven!
❝ Exactly this is what the intermediate power calculation is for in scheme B.
Not for you, but a numerical example for non-initiates. Let’s consider Example 1 from Potvin’s paper (n1 12 failed in Stage 1 and ntotal 14):
- Method B:
Stage 1:
94.12% CI: 104.27–134.17%, CVintra 14.56%
Power at T/R 95%: 76.26% (exact; in the paper 75.6% based on shifted t)
sampleN.TOST(alpha=0.0294, CV=0.1456, theta0=0.95) >
ntotal 14 (n2 2)
Pooled data:
94.12% CI: 102.83–129.71%, CVintra 14.65%
- No intermediate power:
Outcome exactly as above.
original
Subject Treatment Response manipulated
1 T 3.3 → 2.9
1 R 2.9 2.9
2 T 5.3 → 6.1
2 R 6.1 6.1
3 T 6.2 → 6.3
3 R 7.1 7.1
- Method B:
Stage 1:
94.12% CI: 105.21–133.57%, CVintra 13.77%
Power at T/R 95%: 80.99% (80.5% based on shifted t)
Since power in Stage 1 ≥80%(fail)
- No intermediate power:
sampleN.TOST(alpha=0.0294, CV=0.1377, theta0=0.95) >
ntotal 12 (n2 0) Yess!
❝ I've heard some rumour from regulators that you should not stop but recruit 2 more subjects for stage 2 in that case. But this lacks any scientific justification IMHO.
Yeah, but why not 2.718282 or 3.141593?
BTW, one regulator called Montague’s paper a “correction” of Potvin’s.
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Helmut Schütz
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Science Quotes
Complete thread:
- Sequential designs, draft FDA guidance Loteprednol ElMaestro 2012-07-03 18:33 [Two-Stage / GS Designs]
- What the heck? Helmut 2012-07-03 19:25
- some unofficial opinion with this regard in Europe Shuanghe 2012-07-04 09:07
- Great! Helmut 2012-07-04 15:43
- Great! Shuanghe 2012-07-05 13:48
- Potvin & Montague not acceptable at all?! Helmut 2012-07-05 14:57
- Powerless Potvin & Montague? d_labes 2012-07-05 16:11
- Example w.o. intermediate powerHelmut 2012-07-06 02:06
- Example w.o. intermediate power d_labes 2012-07-06 08:13
- Sims w.o. intermediate power Helmut 2012-07-26 16:20
- Example w.o. intermediate powerHelmut 2012-07-06 02:06
- Potvin & Montague not acceptable at all?! ElMaestro 2012-07-05 16:20
- Sims? Helmut 2012-07-05 16:36
- Powerless Potvin & Montague? d_labes 2012-07-05 16:11
- Potvin & Montague not acceptable at all?! Helmut 2012-07-05 14:57
- Great! Shuanghe 2012-07-05 13:48
- Great! Helmut 2012-07-04 15:43
- some unofficial opinion with this regard in Europe Shuanghe 2012-07-04 09:07
- What the heck? Helmut 2012-07-03 19:25