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evt0 (version 1.1.5)

Mean of Order P, Peaks over Random Threshold Hill and High Quantile Estimates

Description

The R package proposes extreme value index estimators for heavy tailed models by mean of order p , peaks over random threshold and a bias-reduced estimator . The package also computes moment, generalised Hill and mixed moment estimates for the extreme value index. High quantiles and value at risk estimators based on these estimators are implemented.

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Version

Install

install.packages('evt0')

Monthly Downloads

218

Version

1.1.5

License

GPL (>= 2)

Maintainer

Last Published

July 8th, 2024

Functions in evt0 (1.1.5)

evt0-package

Mean of Order P, Peaks over Random Threshold Hill and High Quantile Estimates
other.q

Other methods for high quantile estimate
mop.AREFF

Asymptotic efficiency of mean of order p
mop.q

High qunatile estimate by mean of order p statistic
otherPORT.q

Other peaks over random threshold high quantile estimate
PORT.Hill

Peaks over random threshold Hill estimate
other.EVI

Other extreme value index estimates
PORT.q

Peaks over random threshold high quantile estimate
S_P500

S&P500
mop

Mean of order p statistic for the extreme value index
DPOT

Duration based peaks over threshold value-at-risk forecast