No reference-scaling in FARTSSIE [Power / Sample Size]
Hi Bebac user,
For (conventional, unscaled) ABE use the -sheet in FARTSSIE. You will note that the sample size of a 4-period full replicate is ≈½ of the 2×2×2 design. The one of a 3-period full replicate and a partial replicate are ≈¾ of the 2×2×2.
If you talk about reference-scaling (the FDA’s RSABE and the EMA’s ABEL), that’s not possible in FARTSSIE (see this thread). There is no analytical solution for power and therefore, the sample size. You need simulations (at least 100,000 for a stable result; see there). I suggest the -package
Further information:
❝ Could anyone explain how to conduct a sample size for replicated and partially replicated studies by fartssie tool ?
For (conventional, unscaled) ABE use the -sheet in FARTSSIE. You will note that the sample size of a 4-period full replicate is ≈½ of the 2×2×2 design. The one of a 3-period full replicate and a partial replicate are ≈¾ of the 2×2×2.
If you talk about reference-scaling (the FDA’s RSABE and the EMA’s ABEL), that’s not possible in FARTSSIE (see this thread). There is no analytical solution for power and therefore, the sample size. You need simulations (at least 100,000 for a stable result; see there). I suggest the -package
PowerTOST
.Further information:
- The Vignette of
PowerTOST
.
- Articles about sample size estimation with examples:
- ABE
- RSABE
- ABEL
- ABE, RSABE, ABEL: A Comparison
—
Dif-tor heh smusma 🖖🏼 Довге життя Україна!
Helmut Schütz
The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Dif-tor heh smusma 🖖🏼 Довге життя Україна!
Helmut Schütz
The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Complete thread:
- Sample size in fartssie Bebac user 2022-01-21 19:43 [Power / Sample Size]
- No reference-scaling in FARTSSIEHelmut 2022-01-21 21:14
- Sample size in fartssie dshah 2022-01-24 10:57