summary.boodd {boodd} | R Documentation |
Summary for Objects of Class boodd
Description
The bootstrap functions return an object of class boodd
containing the generated data. The generic function summary
may be
applied to these objects.
Usage
## S3 method for class 'boodd'
summary(object, ...)
Arguments
object |
An object of class |
... |
Additional arguments affecting the summary produced. |
Details
The function summary.boodd
displays basic information about
the values of the samples computed by the bootsrap functions.
Value
The function summary.boodd
returns the kind
attribute
of the function that produced the boodd
object and a (possibly
multicolumn) table with the quartiles, mean, min and max of the computed
values of the statistic. The number of columns is the size of the return
value of the function func
.
References
Bertail, P. and 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
confint.boodd
, boots
, class.boodd
.
Examples
B <- 299
x <- round(rnorm(15),3)
boo1 <- blockboot(x,mean,B, method="circular")
summary(boo1)
# bootstrap of several statistics
mv <- function(data) {c(mean(data),var(data))} # compute both mean and variance
boo2 <- boots(x,mv,B)
summary(boo2)