kerdiest: Nonparametric kernel estimation of the distribution function. Bandwidth selection and estimation of related functions.

Nonparametric kernel distribution function estimation is performed. Three automatic bandwidth selection methods for nonparametric kernel distribution function estimation are implemented: the plug-in of Altman and Leger, the plug-in of Polansky and Baker, and the modified cross-validation of Bowman, Hall and Prvan. The exceedance function, the mean return period and the return level are also computed.

Package details

AuthorAlejandro Quintela del Rio and Graciela Estevez Perez
MaintainerAlejandro Quintela del Rio <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the kerdiest package in your browser

Any scripts or data that you put into this service are public.

kerdiest documentation built on May 2, 2019, 3:24 a.m.