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evd (version 2.2-0)

Functions for extreme value distributions

Description

Extends simulation, distribution, quantile and density functions to univariate and multivariate parametric extreme value distributions, and provides fitting functions which calculate maximum likelihood estimates for univariate and bivariate maxima models, and for univariate and bivariate threshold models.

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Version

Install

install.packages('evd')

Monthly Downloads

17,026

Version

2.2-0

License

GPL (Version 2 or above)

Maintainer

Alec Stephenson

Last Published

September 21st, 2024

Functions in evd (2.2-0)

order

Distributions of Order Statistics
gpd

The Generalized Pareto Distribution
anova.evd

Compare Nested EVD Objects
fox

Maximum Annual Flood Discharges of the Fox River
amvevd

Parametric Dependence Functions of Trivariate Extreme Value Models
fextreme

Maximum-likelihood Fitting of Maxima and Minima
clusters

Identify Clusters of Exceedences
mvevd

Parametric Multivariate Extreme Value Distributions
abvevd

Parametric Dependence Functions of Bivariate Extreme Value Models
uccle

Rainfall Maxima at Uccle, Belgium
fbvevd

Maximum-likelihood Fitting of Bivariate Extreme Value Distributions
evd-internal

Internal Functions
exiplot

Plot Estimates of the Extremal Index
portpirie

Annual Maximum Sea Levels at Port Pirie
fpot

Peaks Over Threshold Modelling using the Generalized Pareto or Point Process Representation
abvnonpar

Non-parametric Estimates for Dependence Functions of the Bivariate Extreme Value Distribution
failure

Failure Times
extreme

Distributions of Maxima and Minima
venice

Largest Sea Levels in Venice
profile2d.evd

Method for Profiling EVD Objects
ocmulgee

Maximum Annual Flood Discharges of the Ocmulgee River
fgev

Maximum-likelihood Fitting of the Generalized Extreme Value Distribution
exi

Estimates of the Extremal Index
marma

Simulate MARMA(p,q) Processes
bvevd

Parametric Bivariate Extreme Value Distributions
profile.evd

Method for Profiling EVD Objects
frechet

The Frechet Distribution
plot.profile.evd

Plot Profile Log-likelihoods and Calculate Profile Confidence Intervals
plot.profile2d.evd

Plot Joint Profile Log-likelihoods
tcplot

Threshold Choice Plot
forder

Maximum-likelihood Fitting of Order Statistics
sask

Maximum Annual Flood Discharges of the North Saskachevan River
sealevel

Annual Sea Level Maxima at Dover and Harwich
gumbel

The Gumbel Distribution
qcbvnonpar

Non-parametric Estimates for Bivariate Quantile Curves
lisbon

Annual Maximum Wind Speeds at Lisbon
plot.bvevd

Plot Diagnostics for a Bivariate EVD Object
oldage

Oldest Ages for Swedish Males and Females
oxford

Annual Maximum Temperatures at Oxford
fbvpot

Maximum-likelihood Fitting of Bivariate Extreme Value Distributions to Threshold Exceedances
mrlplot

Empirical Mean Residual Life Plot
plot.uvevd

Plot Diagnostics for a Univariate EVD Object
gev

The Generalized Extreme Value Distribution
amvnonpar

Non-parametric Estimates for Dependence Functions of the Trivariate Extreme Value Distribution
lossalae

General Liability Claims
sealevel2

Annual Sea Level Maxima at Dover and Harwich with Indicator
chiplot

Dependence Measure Plots
rweibull

The Reversed Weibull Distribution
mtransform

GEV Transformations
evmc

Simulate Markov Chains With Extreme Value Dependence Structures