Generic bootstrap CI wrapper for any effect-size function
Usage
bootstrap_effect_size_ci(
func,
...,
n_boot = 2000L,
confidence = 0.95,
seed = 42L
)
Arguments
- func
A function taking one or more numeric vectors, returning
a scalar.
- ...
Numeric vectors to bootstrap, in func's argument order.
- n_boot
Bootstrap replicates (default 2000).
- confidence
Confidence level. Default 0.95.
- seed
RNG seed. Default 42.
Value
A morie_effect_size.
Examples
if (requireNamespace("ranger", quietly = TRUE)) {
set.seed(1)
x <- rnorm(30)
y <- rnorm(30, mean = 0.6)
r <- bootstrap_effect_size_ci(function(a, b) mean(a) - mean(b),
x, y,
n_boot = 50L
)
r$estimate
}
#> [1] -0.6503164
