Non-parametric N [Power / Sample Size]
❝ So we would calculate our N based on a non-parametric test for T-max differences (I have heard some epidemologists saying its ok to calculate with T-Test and increase like 15%)
That’s black magick. Why 15%?
- If (if!) the distribution is normal, the Wilcoxon signed-rank test (for paired differences) and the Mann–Whitney U test (for independent samples) have an asymptotical power of \(\small{3/\pi\approx95.5\%}\).
- If the distribution is not normal (e.g., tmax), power of nonparametric tests are higher than the ones of the corresponding t-tests.
❝ Kind of related, I guess no concern exists about the almost sure increase in Cmax if it doesnt go beyond the therapeutic range inst it?
No idea. In the EMA’s bracketing approach you perform a Non-Superiority test with an upper margin of 1.25. All of this stuff (including BE) is not related to the therapeutic range at all.
❝ Not possible to calculate N for Tmax but to perform certain simulations with some parameters.
Even then it’s not an easy job.
❝ So better to run a pilot without and seein what comes?
Yes.
❝ if you are right Tmax will come sooner (with a higher Cmax).
Likely. But as I wrote before: Under the premise of no saturable pre-systemic metabolism.
❝ Would it support a SmPC change?
No idea. Once you have the result of a pilot, consider a scientific advice. Sweden?
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Helmut Schütz
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Science Quotes
Complete thread:
- N calculation for trial about PK superiority alejandro_jo1990 2022-09-01 14:40 [Power / Sample Size]
- Bracketing approach Helmut 2022-09-01 15:02
- SmPC change is the whole thing alejandro_jo1990 2022-09-01 16:18
- N calculation for trial about PK superiority dshah 2022-09-02 11:52
- The efocus is faster absorption alejandro_jo1990 2022-09-02 18:57
- The efocus is faster absorption Helmut 2022-09-03 00:46
- Non-parametric N alejandro_jo1990 2022-09-06 00:26
- Non-parametric NHelmut 2022-09-06 17:02
- Non-parametric N alejandro_jo1990 2022-09-15 14:56
- Non-parametric NHelmut 2022-09-06 17:02
- Non-parametric N alejandro_jo1990 2022-09-06 00:26
- The efocus is faster absorption Helmut 2022-09-03 00:46
- The efocus is faster absorption alejandro_jo1990 2022-09-02 18:57
- Bracketing approach Helmut 2022-09-01 15:02