class.boodd {boodd} | R Documentation |
Objects of Class boodd
Description
The bootstrap functions in this package return an object of class boodd
,
which contains the values of bootstrapped statistics and the statistic computed on the original data.
Generic functions such as plot
, confint
, and summary
can be applied to these objects.
Details
A boodd
object has the following attributes:
-
"class"
– always "boodd". -
"kind"
– the type of bootstrap applied, such as "iid", "block", "movingblock", "circular", "aided", "semi", "sub-block", "regenerative", "frequency", "sieve", "bootglm", "randomfield", "TFT", "parametric", "i.i.d. subsampling with estimated rate", "subsampling with rates estimation". -
"func"
– the function that was bootstrapped.
Value
An object of class boodd
, which is a list with at least:
-
$s
– a vector or matrix of bootstrap statistics. -
$Tn
– the value of the statistic on the original data.
References
Bertail, P., & Dudek, A. (2025). Bootstrap for Dependent Data, with an R package
(by Bernard Desgraupes and Karolina Marek) – submitted.
Efron, B., & Tibshirani, R. (1993). An Introduction to the Bootstrap. Chapman and Hall.
See Also
boots
, boot_dist
, tboot_dist
,
plot.boodd
, confint.boodd
, summary.boodd
,
bootsemi
, blockboot
, regenboot
, freqboot
,
aidedboot
, sieveboot
, bootglm
, fieldboot
,
tft_boot
, para.boot
, mark_boot
, rate.sub
,
rate.block.sub
Examples
set.seed(123)
data <- rnorm(100)
boot_result <- boots(data, mean, 1000)
summary(boot_result)
plot(boot_result)