Simulations 101 [Power / Sample Size]
❝ Can't enough!
THX!
❝ One small correction: The graphics under "Sample size for RSABE" is apparent not correct here.
Hhm, why?
library(PowerTOST)
library(magicaxis)
runs <- 5
nsims <- as.integer(10^(seq(3, 6, 0.1)))
res <- data.frame(nsims = nsims)
for (k in seq_along(nsims)) {
for (j in 1:runs) {
ifelse (j == 1, setseed <- TRUE, setseed <- FALSE)
res[k, j+1] <- sampleN.RSABE(theta0 = 0.9, CV = 0.7, nsims = nsims[k],
setseed = setseed, design = "2x2x4",
targetpower = 0.9, print = FALSE,
details = FALSE)[["Sample size"]]
}
}
ylim <- range(res[, 2:(runs+1)], na.rm = TRUE)
dev.new(width = 5, height = 5)
op <- par(no.readonly = TRUE)
par(pty = "s")
plot(res$nsims, res[, 1], type = "n", log = "x", ylim = ylim, axes = FALSE,
xlab = "Number of simulations", ylab = "Sample size")
grid(); box()
magaxis(1)
magaxis(2, minorn = 2, las = 1)
for (j in 1:runs) {
ifelse (j == 1, pch <- 16, pch <- 1)
points(res$nsims, res[, j+1], pch = pch, col = "blue", cex = 1.15)
}
points(1e5, 48, pch = 16, col = "#00AA00", cex = 1.15) # default
points(1e4, 46, pch = 16, col = "red", cex = 1.15) # Lászlós
par(op)
print(res, row.names = FALSE)
nsims V2 V3 V4 V5 V6
1000 50 48 54 52 50
1258 50 48 52 50 52
1584 50 50 52 50 56
1995 50 48 50 50 50
2511 48 48 48 48 52
3162 48 50 50 50 50
3981 46 48 50 50 48
5011 46 50 50 50 48
6309 46 48 48 48 50
7943 46 50 48 48 50
10000 46 50 48 50 50
12589 46 50 48 50 48
15848 48 48 48 48 48
19952 48 48 50 50 48
25118 48 48 50 48 48
31622 48 48 48 48 48
39810 48 48 50 48 50
50118 48 48 48 48 48
63095 48 48 48 48 48
79432 48 48 48 48 48
100000 48 48 48 48 48
125892 48 48 48 48 48
158489 48 48 48 48 48
199526 48 48 48 48 48
251188 48 48 48 48 48
316227 48 48 48 48 48
398107 48 48 48 48 48
501187 48 48 48 48 48
630957 48 48 48 48 48
794328 48 48 48 48 48
1000000 48 48 48 48 48
Dif-tor heh smusma 🖖🏼 Довге життя Україна!
Helmut Schütz
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Complete thread:
- Simulations 101 Helmut 2020-05-26 23:47 [Power / Sample Size]
- Simulations 101 d_labes 2020-05-27 19:30
- Simulations 101Helmut 2020-05-27 21:06
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- Simulations 101Helmut 2020-05-27 21:06
- More about the tables Helmut 2020-05-29 13:30
- Simulations 101 d_labes 2020-05-27 19:30