PowerTOST: CV in different designs [🇷 for BE/BA]
❝ within this code in PowerTOST
❝ 100*CVfromCI(alpha=0.05, lower=0.8450985339, upper=1.104975299, n=c(5,5), design="2x2x4")
❝ if design is "parallel"
it is a CVtotal? Am I right?
For the record:
- Any replicate design: \(\small{CV_\text{intra}}\), assuming homoscedasticity (\(\small{s_\text{wT}^2\equiv s_\text{wR}^2}\)).
- Any crossover and a paired design: \(\small{CV_\text{intra}}\).
- Parallel design: \(\small{CV_\text{total}}\), assuming homoscedasticity (\(\small{s_\text{T}^2\equiv s_\text{R}^2}\)).
library(PowerTOST)
CI <- c(0.85, 1 / 0.85)
n <- 24
designs <- known.designs()[c(1, 13, 3:6, 8:9, 12, 7, 10:11), c(2:3, 9)]
res <- data.frame(design = designs$design, name = designs$name,
n = rep(n, nrow(designs)), df = designs$df,
lower = CI[1], upper = CI[2], CV = NA,
type = c("total", rep("intra", nrow(designs) - 1)))
for (j in 1:nrow(designs)) {
res$CV[j] <- sprintf("%.2f%%", 100 * CI2CV(lower = res$lower[j],
upper = res$upper[j], n = n,
design = res$design[j]))
}
print(res, row.names = FALSE, right = FALSE)
design name n df lower upper CV type
parallel 2 parallel groups 24 n-2 0.85 1.176471 23.50% total
paired paired means 24 n-1 0.85 1.176471 33.75% intra
2x2x2 2x2x2 crossover 24 n-2 0.85 1.176471 33.69% intra
3x3 3x3 crossover 24 2*n-4 0.85 1.176471 34.47% intra
3x6x3 3x6x3 crossover 24 2*n-4 0.85 1.176471 34.47% intra
4x4 4x4 crossover 24 3*n-6 0.85 1.176471 34.73% intra
2x2x4 2x2x4 replicate crossover 24 3*n-4 0.85 1.176471 50.60% intra
2x4x4 2x4x4 replicate crossover 24 3*n-4 0.85 1.176471 50.60% intra
2x2x2r Liu's 2x2x2 repeated x-over 24 3*n-2 0.85 1.176471 50.62% intra
2x2x3 2x2x3 replicate crossover 24 2*n-3 0.85 1.176471 40.20% intra
2x3x3 partial replicate (2x3x3) 24 2*n-3 0.85 1.176471 40.20% intra
2x4x2 Balaam's (2x4x2) 24 n-2 0.85 1.176471 16.50% intra
You can calculate \(\small{CV_\text{wR}}\) from the upper expanded limit (irrespective of the design and sample size):
U <- 1.4319
cat(sprintf("%.2f%%", 100 * U2CVwR(U)), "\n")
50.00%
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:
- CV in parallel design roman_max 2024-02-09 21:08 [🇷 for BE/BA]
- PowerTOST: CV in different designsHelmut 2024-02-10 00:30
- PowerTOST: CV in different designs roman_max 2024-02-12 21:27
- PowerTOST: CV in different designs roman_max 2024-02-13 19:38
- Formulas for parallel and 2×2×2 designs Helmut 2024-02-13 20:55
- Formulas for parallel and 2×2×2 designs roman_max 2024-02-15 16:42
- Formulas for parallel and 2×2×2 designs Helmut 2024-02-13 20:55
- PowerTOST: CV in different designs fethiye 2024-02-23 07:11
- PowerTOST: CV in different designsHelmut 2024-02-10 00:30