kerdiest-package: Nonparametric kernel estimation of the distribution....
In kerdiest: Nonparametric kernel estimation of the distribution function. Bandwidth selection and estimation of related functions.
Description
Author(s)
References
Description
Nonparametric kernel distribution function estimation for continuous random
variables is performed. Three automatic bandwidth selection procedures for
nonparametric kernel distribution function estimation are implemented: the
plug-in method of Altman and Leger, the plug-in method of Polansky and Baker,
and the modified cross-validation method of Bowman, Hall and Prvan. The
exceedance function, the mean return period and the return level
are also computed.
Author(s)
Graciela Estevez Perez graci@udc.es and
Alejandro Quintela del Rio aquintela@udc.es
Maintainer: Alejandro Quintela del Rio aquintela@udc.es
References
Quintela-del-Rio, A. and Estevez-Perez, G. (2012)
Nonparametric Kernel Distribution Function Estimation with kerdiest:
An R Package for Bandwidth Choice and Applications,
Journal of Statistical Software 50(8), pp. 1-21.
URL http://www.jstatsoft.org/v50/i08/.
kerdiest documentation built on May 2, 2019, 3:24 a.m.
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Description Author(s) References
Description
Nonparametric kernel distribution function estimation for continuous random variables is performed. Three automatic bandwidth selection procedures for nonparametric kernel distribution function estimation are implemented: the plug-in method of Altman and Leger, the plug-in method of Polansky and Baker, and the modified cross-validation method of Bowman, Hall and Prvan. The exceedance function, the mean return period and the return level are also computed.
Author(s)
Graciela Estevez Perez graci@udc.es and Alejandro Quintela del Rio aquintela@udc.es
Maintainer: Alejandro Quintela del Rio aquintela@udc.es
References
Quintela-del-Rio, A. and Estevez-Perez, G. (2012) Nonparametric Kernel Distribution Function Estimation with kerdiest: An R Package for Bandwidth Choice and Applications, Journal of Statistical Software 50(8), pp. 1-21. URL http://www.jstatsoft.org/v50/i08/.
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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