CDF {LearnNonparam} | R Documentation |
Inference on Cumulative Distribution Function
Description
Performs statistical inference on population cumulative distribution function.
Super classes
LearnNonparam::PermuTest
-> LearnNonparam::OneSampleTest
-> CDF
Methods
Public methods
Inherited methods
Method new()
Create a new CDF
object.
Usage
CDF$new(method = c("binomial", "dkw"), conf_level = 0.95)
Arguments
method
a character string specifying whether to use a confidence band based on the binomial distribution or the Dvoretzky–Kiefer–Wolfowitz inequality.
conf_level
a number specifying confidence level of the confidence bounds.
Returns
A CDF
object.
Method plot()
Plot the estimate and confidence bounds for population cumulative distribution function.
Usage
CDF$plot(style = c("graphics", "ggplot2"))
Arguments
style
a character string specifying which package to use.
Returns
The object itself (invisibly).
Examples
pmt("onesample.cdf")$test(Table1.2.1)$plot(style = "graphic")
[Package LearnNonparam version 1.2.9 Index]