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evd (version 2.1-7)

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

42,460

Version

2.1-7

License

GPL (Version 2 or above)

Maintainer

Alec Stephenson

Last Published

September 21st, 2024

Functions in evd (2.1-7)

gumbel

The Gumbel Distribution
fextreme

Maximum-likelihood Fitting of Maxima and Minima
venice

Largest Sea Levels in Venice
profile.evd

Method for Profiling EVD Objects
oldage

Oldest Ages for Swedish Males and Females
extreme

Distributions of Maxima and Minima
plot.profile2d.evd

Plot Joint Profile Devainces
oxford

Annual Maximum Temperatures at Oxford
frechet

The Frechet Distribution
anova.evd

Compare Nested EVD Objects
mvevd

Parametric Multivariate Extreme Value Distributions
clusters

Identify Clusters of Exceedences
fgev

Maximum-likelihood Fitting of the Generalized Extreme Value Distribution
fox

Maximum Annual Flood Discharges of the Fox River
evmc

Simulate Markov Chains With Extreme Value Dependence Structures
abvpar

Parametric Dependence Functions of Bivariate Extreme Value Models
rweibull

The Reversed Weibull Distribution
atvpar

Parametric Dependence Functions of Trivariate Extreme Value Models
mrlplot

Empirical Mean Residual Life Plot
abvnonpar

Non-parametric Estimates for Dependence Functions of the Bivariate Extreme Value Distribution
profile2d.evd

Method for Profiling EVD Objects
portpirie

Annual Maximum Sea Levels at Port Pirie
plot.uvevd

Plot Diagnostics for a Univariate EVD Object
tcplot

Threshold Choice Plot
sask

Maximum Annual Flood Discharges of the North Saskachevan River
ocmulgee

Maximum Annual Flood Discharges of the Ocmulgee River
gpd

The Generalized Pareto Distribution
uccle

Rainfall Maxima at Uccle, Belgium
evd-internal

Internal Functions
sealevel2

Annual Sea Level Maxima at Dover and Harwich with Indicator
fpot

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

Failure Times
lisbon

Annual Maximum Wind Speeds at Lisbon
fbvpot

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

Estimates of the Extremal Index
sealevel

Annual Sea Level Maxima at Dover and Harwich
bvevd

Parametric Bivariate Extreme Value Distributions
gev

The Generalized Extreme Value Distribution
plot.bvevd

Plot Diagnostics for a Bivariate EVD Object
order

Distributions of Order Statistics
marma

Simulate MARMA(p,q) Processes
exiplot

Plot Estimates of the Extremal Index
fbvevd

Maximum-likelihood Fitting of Bivariate Extreme Value Distributions
forder

Maximum-likelihood Fitting of Order Statistics
plot.profile.evd

Plot Profile Deviances and Calculate Profile Confidence Intervals
chiplot

Dependence Measure Plots
atvnonpar

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