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

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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.

Author
Alejandro Quintela del Rio and Graciela Estevez Perez
Date of publication
2012-08-13 07:57:06
Maintainer
Alejandro Quintela del Rio <aquintela@udc.es>
License
GPL (>= 2)
Version
1.2

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Man pages

ALbw
Computes the plug-in bandwidth of Altman and Leger.
CVbw
Computes the cross-validation bandwidth of Bowman et al...
ef
Exceedance function estimation
kde
Kernel estimator of the distribution function
kerdiest-internal
Internal Grid Functions
kerdiest-package
Nonparametric kernel estimation of the distribution....
mrp
Mean return period estimation
nwip
Earthquakes of the Norwesth of the Iberian Peninsula
PBbw
Computes the plug-in bandwidth of Polansky and Baker.
rl
Return level estimation
saltriver
Data from the Salt River near Roosevelt, AZ, USA, for...

Files in this package

kerdiest
kerdiest/MD5
kerdiest/R
kerdiest/R/simp_int.R
kerdiest/R/ro_k.R
kerdiest/R/rl.R
kerdiest/R/PBbw.R
kerdiest/R/mu2_k.R
kerdiest/R/mrp.R
kerdiest/R/kernel_function_distribution.R
kerdiest/R/kernel_function.R
kerdiest/R/kernel_distribution_without_i.R
kerdiest/R/kde.R
kerdiest/R/functional.R
kerdiest/R/ef.R
kerdiest/R/dichotomy_fun.R
kerdiest/R/derivative_normal_kernel.R
kerdiest/R/derivative_kernel_function.R
kerdiest/R/CVbw.R
kerdiest/R/ALbw.R
kerdiest/R/A2_k.R
kerdiest/R/A1_k.R
kerdiest/NAMESPACE
kerdiest/man
kerdiest/man/saltriver.Rd
kerdiest/man/rl.Rd
kerdiest/man/PBbw.Rd
kerdiest/man/nwip.Rd
kerdiest/man/mrp.Rd
kerdiest/man/kerdiest-package.Rd
kerdiest/man/kerdiest-internal.Rd
kerdiest/man/kde.Rd
kerdiest/man/ef.Rd
kerdiest/man/CVbw.Rd
kerdiest/man/ALbw.Rd
kerdiest/inst
kerdiest/inst/CITATION
kerdiest/INDEX
kerdiest/DESCRIPTION
kerdiest/data
kerdiest/data/saltriver.rda
kerdiest/data/nwip.rda