hist.simpleboot: Histograms for bootstrap sampling distributions.

In simpleboot: Simple Bootstrap Routines

Histograms for bootstrap sampling distributions.

Description

Construct a histogram of the bootstrap distribution of univariate statistic.

Usage

## S3 method for class 'simpleboot'
hist(x, do.rug = FALSE, xlab = "Bootstrap samples", main = "", ...)

Arguments

x	An object of class "simpleboot" returned from either one.boot, two.boot, or pairs.boot.
do.rug	Should a rug of the bootstrap distribution be plotted under the histogram?
xlab	The label for the x-axis.
main	The title for the histogram.
...	Other arguments passed to hist.

Details

hist constructs a histogram for the bootstrap distribution of a univariate statistic. It cannot be used with linear model or loess bootstraps. In the histogram a red dotted line is plotted denoting the observed value of the statistic.

Value

Nothing is returned.

Author(s)

Roger D. Peng

Examples

x <- rnorm(100)

## Bootstrap the 75th percentile
b <- one.boot(x, quantile, R = 1000, probs = 0.75)
hist(b)

simpleboot documentation built on Sept. 11, 2024, 6:21 p.m.