Created
November 5, 2021 18:50
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# This is the function itself | |
pwr.t2n.ratio <- function(n_ratio = 1, d, sig.level, power, alternative) { | |
if (power >= 1) { | |
return(Inf) | |
} | |
fn <- Vectorize(function(n1) { | |
effN <- n1 * n_ratio / (1 + n_ratio) | |
df <- n1 * (1 + n_ratio) - 2 | |
ncp <- sqrt(effN) * d | |
if (alternative == "two.sided") { | |
critt <- qt(sig.level / 2, df) | |
pow <- pt(critt, df, ncp) + 1 - pt(-critt, df, ncp) | |
} else if (alternative == "less") { | |
critt <- qt(sig.level, df) | |
pow <- pt(critt, df, ncp) | |
} else if (alternative == "greater") { | |
critt <- qt(1 - sig.level, df) | |
pow <- 1 - pt(critt, df, ncp) | |
} else { | |
stop("Invalid alternative.") | |
} | |
return(log(pow) - log(power)) | |
}, "n1") | |
rt <- uniroot(fn, c(ceiling(3 / (1 + n_ratio)), 1e+09))$root | |
return(ceiling(rt)) | |
} | |
# Here are exemplary tests | |
library(testthat) | |
test_that("The currently broken scenario is fixed", { | |
expect_equal( | |
pwr.t2n.ratio(n_ratio = 1, d = 0.5, sig.level = .05, power = 0.9, alternative = "less"), | |
70 | |
) | |
}) | |
test_that("currently working functions continue working", { | |
expect_equal( | |
pwr.t2n.ratio(n_ratio = 1, d = 0.5, sig.level = .05, power = 0.9, alternative = "two.sided"), | |
86 | |
) | |
expect_equal( | |
pwr.t2n.ratio(n_ratio = 1, d = 0.5, sig.level = .05, power = 0.9, alternative = "greater"), | |
70 | |
) | |
}) |
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