Study costs: Replicate seems to be cheaper [Regulatives / Guidelines]
I agree with VStus.
❝ For your calculation please keep in mind: the more study periods you have the higher the risk of drop outs.
As I wrote above:
❝ ❝ I would not be worried about the higher chance of dropouts in the replicate study. The impact on power is low (unless the drug is nasty and dropouts are caused by AEs).
Try:
library(PowerTOST)
CV <- 0.31
dor <- 5 # dropout-rate (in each washout) in percent
des <- "2x2x2"
res <- sampleN.TOST(CV=0.31, design=des, print=FALSE)
n <- res[["Sample size"]]
pwr <- res[["Achieved power"]]
wo <- as.integer(substr(des, nchar(des), nchar(des)))-1
el <- n # eligible subjects
for (j in 1:wo) {
el <- el*(1-dor/100)
}
cat("Study started with", n, "subjects (expected power",
sprintf("%.1f%%).", 100*pwr),
"\nStudy ended with", as.integer(el), "eligible subjects (expected power",
sprintf("%.1f%%).", 100*power.TOST(CV=CV, design=des, n=el)), "\n")
# Study started with 42 subjects (expected power 81.1%).
# Study ended with 39 eligible subjects (expected power 79.2%).
des <- "2x2x4"
res <- sampleN.TOST(CV=0.31, design=des, print=FALSE)
n <- res[["Sample size"]]
pwr <- res[["Achieved power"]]
wo <- as.integer(substr(des, nchar(des), nchar(des)))-1
el <- n
for (j in 1:wo) {
el <- el*(1-dor/100)
}
cat("Study started with", n, "subjects (expected power",
sprintf("%.1f%%).", 100*pwr),
"\nStudy ended with", as.integer(el), "eligible subjects (expected power",
sprintf("%.1f%%).", 100*power.TOST(CV=CV, design=des, n=el)), "\n")
# Study started with 22 subjects (expected power 83.3%).
# Study ended with 18 eligible subjects (expected power 75.1%).
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Science Quotes
Complete thread:
- Highly Variable Drug BE Justification jag009 2017-03-20 04:42 [Regulatives / Guidelines]
- Highly Variable Drug BE Justification ElMaestro 2017-03-20 06:55
- Study costs: Replicate vs. 2×2×2 Helmut 2017-03-20 13:12
- Study costs: Replicate seems to be cheaper VStus 2017-03-21 12:49
- Study costs: Replicate seems to be cheaper Dr_Dan 2017-03-21 13:06
- Study costs: Replicate seems to be cheaperHelmut 2017-03-21 14:50
- expected power d_labes 2017-03-21 15:16
- Doesn't hurt! VStus 2017-03-23 14:24
- Study costs: Replicate seems to be cheaperHelmut 2017-03-21 14:50
- Study costs: Replicate seems to be cheaper Dr_Dan 2017-03-21 13:06
- Study costs: Replicate vs. 2×2×2 mahmoud-teaima 2017-03-23 08:17
- Study costs: Replicate vs. 2×2×2 M.tareq 2017-05-07 21:21
- Replicate vs. 2×2×2 (ethics?) Helmut 2017-05-08 14:21
- Replicate vs. 2×2×2 (ethics?) nobody 2017-05-08 14:52
- Applicability of reference-scaling Helmut 2017-05-10 14:10
- Replicate vs. 2×2×2 M.tareq 2017-05-14 23:04
- Replicate vs. 2×2×2 Helmut 2017-05-15 19:07
- Replicate vs. 2×2×2 M.tareq 2017-05-15 21:02
- Regulators view of HVD drugs DavidManteigas 2017-05-16 12:41
- Regulators view of HVD drugs Helmut 2017-05-16 15:01
- What's the problem? ElMaestro 2017-05-17 03:30
- What's the problem? nobody 2017-05-17 07:48
- What's the problem? nobody 2017-05-17 09:31
- What's the problem? DavidManteigas 2017-05-17 11:25
- What's the problem? ElMaestro 2017-05-17 12:07
- What's the problem? kumarnaidu 2017-07-11 14:43
- What's the problem? ElMaestro 2017-07-11 14:56
- What's the problem? kumarnaidu 2017-07-11 14:43
- What's the problem? ElMaestro 2017-05-17 12:07
- What's the problem? DavidManteigas 2017-05-17 11:25
- What's the problem? nobody 2017-05-17 09:31
- What's the problem? nobody 2017-05-17 07:48
- Replicate vs. 2×2×2 Helmut 2017-05-15 19:07
- Replicate vs. 2×2×2 (ethics?) nobody 2017-05-08 14:52
- Replicate vs. 2×2×2 (ethics?) Helmut 2017-05-08 14:21
- Study costs: Replicate seems to be cheaper VStus 2017-03-21 12:49
- Study costs: Replicate vs. 2×2×2 Helmut 2017-03-20 13:12
- Highly Variable Drug BE Justification ElMaestro 2017-03-20 06:55