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RTDE: Robust Tail Dependence Estimation

RTDE provides robust tail dependence estimation for bivariate models. This package is based on two papers by the authors: 'Robust and bias-corrected estimation of the coefficient of tail dependence' (https://doi.org/10.1016/j.insmatheco.2014.05.003) and 'Robust and bias-corrected estimation of probabilities of extreme failure sets' (https://doi.org/10.1007/s13171-015-0078-3).

The package

The stable version of RTDE can be installed from CRAN using:

install.packages("RTDE")

Finally load the package in your current R session with the following R command:

library(RTDE)

Documentation

Overall documentation is available at

help(RTDE)

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Version

Install

install.packages('RTDE')

Monthly Downloads

202

Version

0.2-2

License

GPL (>= 2)

Last Published

October 16th, 2024

Functions in RTDE (0.2-2)

Frechet

The Frechet Distribution
Frank

The Frank Distribution
zvalueRTDE

The Z-value random variable
RTDE

Data object used for a Tail Dependence model
upareto

The unit Pareto Distribution
FGM

The Eyraud Farlie Gumbel Morgenstern Distribution
qqparetoplot

The QQ Pareto plot
EPD

The Extended Pareto Distribution
dataRTDE

Data object used for a Tail Dependence model
fitRTDE

Fitting a Tail Dependence model with a Robust Estimator
MDPD

The Minimum Distance Power Divergence statistics