Glance at a bcaboot result

Returns a one-row tibble summarizing the bootstrap run.

Usage

# S3 method for class 'bcaboot'
glance(x, ...)

Arguments

x

A bcaboot object from bca_nonpar() or bca_par().

...

Ignored.

Value

A tibble with columns:

method

"nonpar" or "par"

accel

Acceleration method ("regression", "jackknife", or NA)

theta

Point estimate

sdboot

Bootstrap standard error

z0

Bias-correction constant

a

Acceleration constant

sdjack

Jackknife standard error (if available)

B

Number of bootstrap replicates

boot_mean

Mean of bootstrap replicates

Examples

data(diabetes, package = "bcaboot")
Xy <- cbind(diabetes$x, diabetes$y)
rfun <- function(Xy) {
  y <- Xy[, 11]; X <- Xy[, 1:10]
  summary(lm(y ~ X))$adj.r.squared
}
set.seed(1234)
result <- bca_nonpar(Xy, 1000, rfun, n_groups = 34, verbose = FALSE)
glance(result)
#> # A tibble: 1 × 9
#>   method accel      theta sdboot     z0       a sdjack     B boot_mean
#>   <chr>  <chr>      <dbl>  <dbl>  <dbl>   <dbl>  <dbl> <dbl>     <dbl>
#> 1 nonpar regression 0.507 0.0299 -0.332 -0.0127 0.0305  1000     0.517