Formulas [Two-Stage / GS Designs]
Dear Ol'Simulant,
according to Julious1), log-transformed data, parallel group design with common variance, non-central t-approximation:
with
If you prefer to think in total number n=nT+nR and have a balanced design with nT=nR=n/2 some of the formula reduce to:
Note the design constant=4 in the last formulas (in terms of total n). Different from the 2 in your formulas for the classical 2x2x2 crossover.
If it comes to unequal CV's, variances: Duno exactly.
The application of the 'shifted' central t-approximation is left to you
.
1) S.A. Julious
"TUTORIAL IN BIOSTATISTICS
Sample sizes for clinical trials with Normalal data"
Statistics in Medicine 2004; 23: 1921-1986
page 1970, formula 68
according to Julious1), log-transformed data, parallel group design with common variance, non-central t-approximation:
power = pt(-tcrit, df, delta2) - pt(tcrit, df, delta1)
with
df = nT+nR-2 # unequal sizes of both groups allowed
tcrit = qt(1-alpha, df) # t-quantil, R function nomenclature
delta1 = (log(GMR) - log(0.8))/SE
delta2 = (log(GMR) - log(1.25))/SE
and
SE = sqrt((1/nT+1/nR)*mse)
mse = log(1.0 + CV^2).
If you prefer to think in total number n=nT+nR and have a balanced design with nT=nR=n/2 some of the formula reduce to:
df = n-2
SE = sqrt((4/n)*mse)
Note the design constant=4 in the last formulas (in terms of total n). Different from the 2 in your formulas for the classical 2x2x2 crossover.
If it comes to unequal CV's, variances: Duno exactly.
- One option would be simple pooling.
mse = ((nT-1)*sT^2 + (nR-1)*sR^2)/(nT+nR-2)
.
- Another option is thinking in direction of Welch-t-test. But I'm absolutely not sure if the t-distribution does apply in this case. And non-integer df's are horror for me.
The application of the 'shifted' central t-approximation is left to you

1) S.A. Julious
"TUTORIAL IN BIOSTATISTICS
Sample sizes for clinical trials with Normalal data"
Statistics in Medicine 2004; 23: 1921-1986
page 1970, formula 68
—
Regards,
Detlew
Regards,
Detlew
Complete thread:
- Parallel Power Problems ElMaestro 2013-02-14 14:46
- Parallel Power shifted d_labes 2013-02-15 09:16
- Doubts explained ElMaestro 2013-02-15 11:37
- Formulasd_labes 2013-02-15 14:31
- Formulas ElMaestro 2013-02-15 16:16
- Formulasd_labes 2013-02-15 14:31
- Doubts explained ElMaestro 2013-02-15 11:37
- Parallel Power shifted d_labes 2013-02-15 09:16