Learn R Programming

⚠️There's a newer version (2.3-7.1) of this package.Take me there.

evd (version 2.1-6)

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.

Copy Link

Version

Install

install.packages('evd')

Monthly Downloads

17,026

Version

2.1-6

License

GPL (Version 2 or above)

Maintainer

Alec Stephenson

Last Published

September 21st, 2024

Functions in evd (2.1-6)

atvnonpar

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

Parametric Dependence Functions of Trivariate Extreme Value Models
abvnonpar

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

Internal Functions
frechet

The Frechet Distribution
fpot

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

Maximum-likelihood Fitting of the Generalized Extreme Value Distribution
anova.evd

Compare Nested EVD Objects
plot.uvevd

Plot Diagnostics for a Univariate EVD Object
abvpar

Parametric Dependence Functions of Bivariate Extreme Value Models
fbvpot

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

Maximum-likelihood Fitting of Maxima and Minima
rweibull

The Reversed Weibull Distribution
chiplot

Dependence Measure Plots
plot.profile.evd

Plot Profile Deviances and Calculate Profile Confidence Intervals
profile.evd

Method for Profiling EVD Objects
bvevd

Parametric Bivariate Extreme Value Distributions
evmc

Simulate Markov Chains With Extreme Value Dependence Structures
marma

Simulate MARMA(p,q) Processes
gpd

The Generalized Pareto Distribution
plot.profile2d.evd

Plot Joint Profile Devainces
oldage

Oldest Ages for Swedish Males and Females
sealevel2

Annual Sea Level Maxima at Dover and Harwich with Indicator
oxford

Annual Maximum Temperatures at Oxford
lisbon

Annual Maximum Wind Speeds at Lisbon
extreme

Distributions of Maxima and Minima
ocmulgee

Maximum Annual Flood Discharges of the Ocmulgee River
uccle

Rainfall Maxima at Uccle, Belguim
order

Distributions of Order Statistics
failure

Failure Times
portpirie

Annual Maximum Sea Levels at Port Pirie
clusters

Identify Clusters of Exceedences
sask

Maximum Annual Flood Discharges of the North Saskachevan River
mrlplot

Empirical Mean Residual Life Plot
sealevel

Annual Sea Level Maxima at Dover and Harwich
mvevd

Parametric Multivariate Extreme Value Distributions
venice

Largest Sea Levels in Venice
profile2d.evd

Method for Profiling EVD Objects
plot.bvevd

Plot Diagnostics for a Bivariate EVD Object
gumbel

The Gumbel Distribution
exi

Estimates of the Extremal Index
fox

Maximum Annual Flood Discharges of the Fox River
forder

Maximum-likelihood Fitting of Order Statistics
gev

The Generalized Extreme Value Distribution
fbvevd

Maximum-likelihood Fitting of Bivariate Extreme Value Distributions
tcplot

Threshold Choice Plot