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Nils Kappelmann
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Dec 13, 2019
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# -------------------------------------------- | ||
# --------------npRCT Function---------------- | ||
# -------------------------------------------- | ||
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npRCT.pwr.t.test <- function(d1 = 0.5, d2 = 0.5, | ||
sig.level1 = 0.05, sig.level2 = 0.05, | ||
power1 = 0.8, power2 = 0.8, | ||
type1 = "two.sample", type2 = "two.sample", | ||
alternative1 = "two.sided", alternative2 = "two.sided", | ||
suppressInfo = FALSE) { | ||
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# Load required package | ||
require("pwr") | ||
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# Run power calculation for first t-test (traditional part of RCST) | ||
t1 <- pwr.t.test(d = d1, sig.level = sig.level1, power = power1, type = type1, | ||
alternative = alternative1) | ||
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# Run power calculation for second t-test (stratified part of RCST) | ||
t2 <- pwr.t.test(d = d2, sig.level = sig.level2, power = power2, type = type2, | ||
alternative = alternative2) | ||
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# Compute sample sizes (per group) | ||
n1 = ceiling(t1$n) | ||
n2 = t2$n | ||
n2_rct = ceiling(n2 / 2) # n still traditionally randomised in stratified part | ||
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n_strat = n1 - n2_rct | ||
n_total = n_strat + n2 | ||
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# Create output | ||
output = data.frame(n_strat = n_strat, | ||
n_total = n_total) | ||
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# Information message for output | ||
if(suppressInfo == FALSE) { | ||
cat("Find here sample sizes per group for the time point\nof stratification (=n_strat) as well as for the complete\nRandomised Controlled Stratified Trial (=n_total)\n\n") | ||
} | ||
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# End function by returning the output data.frame | ||
return(output) | ||
} |