Non-inferiority Sample Size Estimation [Power / Sample Size]

posted by Helmut Homepage – Vienna, Austria, 2019-04-16 18:53 (1324 d 01:14 ago) – Posting: # 20175
Views: 3,089

Hi Sury,

❝ […] sample size estimation for the non inferiority clinical trials […] I have tried to do the same in FARTSSIE23 (Non-inferiority, Parallel), but in addition to that Standard deviation is necessary for the same and in SAS (PROC POWER), we need to provide the CV to estimate the sample size


No idea about Proc Power. Let’s try the example of FARTSSIE2.4 (which is based on Julious’ Example 4.1.1.1.*) in PowerTOST:

library(PowerTOST)
design   <- "parallel"            # Well...
desired  <- 0.90                  # Target power
alpha    <- 0.025                 # Probability of type I error
sigma    <- 40                    # Common (pooled) standard deviation
margin   <- 10                    # Maximum allowed difference
mean.A   <- 160                   # Test
mean.B   <- 158                   # Reference
theta0   <- mean.A - mean.B       # Expected difference
if (theta0 > 0) theta0 <- -theta0 # Force non-inferiority
logscale <- FALSE
sampleN.noninf(alpha=alpha, CV=sigma, logscale=logscale, margin=margin,
               theta0=theta0, targetpower=desired, design=design)

Gives

++++++++++++ Non-inferiority test +++++++++++++
            Sample size estimation
-----------------------------------------------
Study design:  2 parallel groups
untransformed data (additive model)

alpha = 0.025, target power = 0.9
Non-inf. margin = 10
True diff. = -2,  CV = 40

Sample size (total)
 n     power
470   0.900652

… which agrees with FARTSSIE2.4

❝ Can we assume the standard deviation …


Sure.

❝ … or we need to provide the exact Standard deviation (obtained from the literatures on the drug) ?


That’s also an estimate. The true value is unknown.

❝ Dose the same criteria applicable as that of the ISCV concept for the bio equivalence studies?


Not sure what you mean here. Can you try to explain?



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