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.


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install.packages("kerdiest")

1.2 by Alejandro Quintela del Rio, 7 years ago


Browse source code at https://github.com/cran/kerdiest


Authors: Alejandro Quintela del Rio and Graciela Estevez Perez


Documentation:   PDF Manual  


GPL (>= 2) license


Depends on date, chron, evir


Imported by HYRISK.

Depended on by FCGR.

Suggested by LSAmitR.


See at CRAN