Linear model and 80–120% [Power / Sample Size]

posted by Helmut Homepage – Vienna, Austria, 2013-10-04 17:20 (4640 d 16:53 ago) – Posting: # 11611
Views: 9,166

Hi Anu,

❝ Refernce Formulation (LSM,SD)=(12.225,0.171)

❝ Test Formulation (LSM,SD)=(11.540,0.171)


Identical SDs? Your variability is unbelievably low (CV ~1.44%). In the linked study the CV was ~20.4% – which is already pretty low for phosphate excretion. Even if your values are the SEMs (not the SDs) I still doubt CVs of ~6.6%.

❝ As for the calculation of Pivotol study sample size we require (CV %, Point Estimate (T/R)) from Pilot study usually.


If you want to follow the method of the linked study you need CV% and the difference (!) T–R, not the ratio T/R.

❝ I have no idea how to go for the sample size calculation for this study from pilot results so available. :confused: How we can calculate sample size for Pivotal Study in this case?


You need the intrasubject CV from your study (untransformed data). If it is not given in the study report calculate it as CVintra = √MSE/LSMR.

❝ Also in the given link dint get how they have calculated, PD equivalence was to be claimed if the 90% CI was completely contained within the critical reference range of (-3.47, 3.47).

❝ The numbers in red. Which in our study is (-2.44 to 2.44) :confused:

❝ How the calculations done?


              n     T (SD)      R (SD)    80–120% of R   AR* for T–R  90% CI of T–R
linked study  49  16.01±3.40  17.35±3.39  13.88–20.82   –3.47, +3.47  –3.17, –0.80
your study    21  11.54±0.17  12.23±0.17   9.78–14.67   –2.45, +2.45  –1.07, –0.30


Note that both studies were imbalanced. In the imbalanced case generally the LSM of the difference the difference of treatment means.
               TR   LSM
linked study  –1.34 –1.98 [image]
your study    –0.69 –0.69 [image]


Check your calculations.



Dif-tor heh smusma 🖖🏼 Довге життя Україна! [image]
Helmut Schütz
[image]

The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes

Complete thread:

UA Flag
Activity
 Admin contact
23,654 posts in 4,992 threads, 1,570 registered users;
164 visitors (0 registered, 164 guests [including 25 identified bots]).
Forum time: 10:13 CEST (Europe/Vienna)

Actually, science starts to become interesting
only where it ends.    Justus von Liebig

The Bioequivalence and Bioavailability Forum is hosted by
BEBAC Ing. Helmut Schütz
HTML5