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 boodd.

...

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)


[Package boodd version 0.1 Index]