One-sided Confidence Limit for CV [Power / Sample Size]
Hello Joy!
Since we are interested only in the upper limit of CV – if CV in the main study is lower than predicted, we are only gaining power – it may be better to apply a one-side approach instead:
![[image]](img/uploaded/CV Confidence Limit.png)
Unfortunately the function is a little bit nasty (depending on the sample size and the CV). The upper 95% confidence is given on the z-axis as a percentage of the CV (x-axis: sample size, and y-axis: CV found in pilot study).
A numerical example:
Therefore the one-sided 95% confidence limit of the 15% intra-subject CV from your pilot study is about 22%; if your pilot study has a sample size of 12, the 95% CL of the CV is 24.1% (161% of pilot study), and 36.5% (243%) for n=6...
Bottom line: the smaller the sample size of you pilot study is, the higher is the uncertainty of the estimated CV.
Since we are interested only in the upper limit of CV – if CV in the main study is lower than predicted, we are only gaining power – it may be better to apply a one-side approach instead:
df = n1+n2-2 (n1/n2 = number of subjects in sequences 1/2, or in the balanced case df = sample size-2)alpha = 0.05 (95% confidence interval)chi2 = chi2(1-alpha,df)
U = SS-intra/chi2
U% = sqrt(exp(U)-1)![[image]](img/uploaded/CV Confidence Limit.png)
Unfortunately the function is a little bit nasty (depending on the sample size and the CV). The upper 95% confidence is given on the z-axis as a percentage of the CV (x-axis: sample size, and y-axis: CV found in pilot study).
A numerical example:
n1 = n2 = 8 (pilot study's sample size 16)df = 14
CV = 15.0% (MS-intra 0.0222506, SS-intra 0.0311509)
chi2 = 6.5706
U = 0.0474092
U% = 22.03% (147% of the CV found in the pilot study)Therefore the one-sided 95% confidence limit of the 15% intra-subject CV from your pilot study is about 22%; if your pilot study has a sample size of 12, the 95% CL of the CV is 24.1% (161% of pilot study), and 36.5% (243%) for n=6...
Bottom line: the smaller the sample size of you pilot study is, the higher is the uncertainty of the estimated CV.
—
Dif-tor heh smusma 🖖🏼 Довге життя Україна!![[image]](https://static.bebac.at/pics/Blue_and_yellow_ribbon_UA.png)
Helmut Schütz
![[image]](https://static.bebac.at/img/CC by.png)
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Science Quotes
Dif-tor heh smusma 🖖🏼 Довге життя Україна!
![[image]](https://static.bebac.at/pics/Blue_and_yellow_ribbon_UA.png)
Helmut Schütz
![[image]](https://static.bebac.at/img/CC by.png)
The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Complete thread:
- Sample size for a pilot BE joyjac 2006-05-18 08:13 [Power / Sample Size]
- Confidence Interval for CV Helmut 2006-05-18 13:17
- One-sided Confidence Limit for CVHelmut 2006-05-18 14:36
- One-sided Confidence Limit for CV joyjac 2006-05-19 01:22
- One-sided Confidence Limit for CV Helmut 2006-05-19 13:02
- BE demonstrated in pilot study H_Rotter 2006-05-20 13:56
- One-sided Confidence Limit for CV joyjac 2006-05-19 01:22
- Confidence Interval for CV intuitivepharma 2013-05-06 12:31
- use PowerTOST Helmut 2013-05-06 13:09
- use PowerTOST intuitivepharma 2013-05-07 08:52
- use PowerTOST Helmut 2013-05-06 13:09
- One-sided Confidence Limit for CVHelmut 2006-05-18 14:36
- Confidence Interval for CV Helmut 2006-05-18 13:17
