Post hoc power? [Power / Sample Size]
❝ Let's say I have the followind results after typical BE-study:
❝ n=30, CV=0.20, ratio=0.97, UL=1.02 and LL=0.92
The study passed by a nice margin. Why are you interested in the irrelevant post hoc power? BTW, I cannot reproduce your 90% CI:
library(PowerTOST)
round(CI.BE(alpha=0.05, pe=0.97, CV=0.2, n=30), 4)
lower upper
0.8892 1.0582Only with a strange α:
round(CI.BE(alpha=0.147, pe=0.97, CV=0.2, n=30), 2)
lower upper
0.92 1.021.
❝ if I want to calculate power using default settings of PowerTOST I see:
❝ power.TOST(CV=0.20, n=30)
❝ [1] 0.948603
Sure. Type
help(power.TOST) in the console. You will find:theta0Defaults to 0.95.
theta1Lower bioequivalence limit. Defaults to 0.8.
theta2Upper bioequivalence limit. If not given theta2 will be calculated as 1/theta1.
So you are essentially asking which power can be expected with a CV of 0.20, assuming
theta0 0.95, and the conventional acceptance range of 0.8–1.25. Works as designed.2.
❝ If to add ratio I have:
❝ power.TOST(CV=0.20, n=30, theta0=0.97)
❝ [1] 0.9781158
That’s the post hoc (aka a posteriori) power of the study.
3.
❝ If to use also limits of CI result the result is:
❝ power.TOST(CV=0.20, n=30, theta0=0.97, theta1=0.92, theta2=1.02)
❝ [1] 2.334844e-05 
Now you asking for the power to show BE where the acceptance range practically equals the CI in the study. Of course this chance is very low.
❝ Do I use formulas correcly and which option is better? 
- Maybe. But it gives you only the power for another study with the same CV and sample size and
theta00.95. Maybe more interesting:pa.ABE(CV=0.2, theta0=0.95, targetpower=0.9)
- Meaningless.
- Wrong.
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Complete thread:
- How to calculate power correctly? BE-proff 2016-12-03 20:53
- Post hoc power?Helmut 2016-12-04 14:16
- Post hoc power? BE-proff 2016-12-04 21:46
- Post hoc power? Helmut 2016-12-05 01:04
- Post hoc power? BE-proff 2016-12-04 21:46
- How to calculate power correctly? ElMaestro 2016-12-10 16:22
- Post hoc power?Helmut 2016-12-04 14:16
