Nothing
"pwr.f2.test" <-
function (u = NULL, v = NULL, f2 = NULL, sig.level = 0.05, power = NULL)
{
if (sum(sapply(list(u,v, f2, power, sig.level), is.null)) !=
1)
stop("exactly one of u, v, f2, power, and sig.level must be NULL")
if (!is.null(f2)){
if (is.character(f2))
f2 <- cohen.ES(test="f2",size=f2)$effect.size
if (any(f2 < 0))
stop("f2 must be positive")
}
if (!is.null(u) && any(u < 1))
stop("degree of freedom u for numerator must be at least 1")
if (!is.null(v) && any(v < 1))
stop("degree of freedom v for denominator must be at least 1")
if (!is.null(sig.level) && !is.numeric(sig.level) || any(0 >
sig.level | sig.level > 1))
stop(sQuote("sig.level"), " must be numeric in [0, 1]")
if (!is.null(power) && !is.numeric(power) || any(0 > power |
power > 1))
stop(sQuote("power"), " must be numeric in [0, 1]")
p.body <- quote({
lambda <- f2*(u+v+1)
pf(qf(sig.level, u, v, lower = FALSE),
u, v, lambda, lower = FALSE)
})
if (is.null(power))
power <- eval(p.body)
else if (is.null(u))
u <- uniroot(function(u) eval(p.body) - power, c(1 + 1e-10, 100))$root
else if (is.null(v))
v <- uniroot(function(v) eval(p.body) - power, c(1 + 1e-10, 1e+09))$root
else if (is.null(f2))
f2 <- uniroot(function(f2) eval(p.body) - power, c(1e-07, 1e+07))$root
else if (is.null(sig.level))
sig.level <- uniroot(function(sig.level) eval(p.body) - power,
c(1e-10, 1 - 1e-10))$root
else stop("internal error")
METHOD <- "Multiple regression power calculation"
structure(list(u = u, v = v, f2 = f2, sig.level = sig.level,
power = power, method = METHOD), class = "power.htest")
}
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