Renext3.1-4 package

Renewal Method for Extreme Values Extrapolation

anova.Renouv

Compute an analysis of deviance table for two nested Renouv objects

barplotRenouv

Barplot for Renouv "Over Threshold" counts

CV2

Squared Coefficient of Variation

CV2.test

CV2 test of exponentiality

EM.mixexp

Expectation-Maximisation for a mixture of exponential distributions

expplot

Classical "exponential distribution" plot

fgamma

ML estimation of the Gamma distribution

fGEV.MAX

Fit a GEV distribution from block maxima or r largest order statistics...

fGPD

Fit a two-parameters Generalised Pareto Distribution from a sample

flomax

ML estimation of the Lomax distribution

fmaxlo

ML estimation of a 'maxlo' distribution

fweibull

ML estimation of classical Weibull distribution

gev2Ren

Translate a vector of GEV parameters into renewal model

gof.date

Goodness-of-fit for the distribution of dates

gofExp.test

Goodness-of-fit test for exponential distribution

GPD

Generalised Pareto Distribution

gumbel2Ren

Translate a vector of Gumbel parameters into a vector of parameters fo...

Hpoints

Plotting positions for exponential return levels

ini.mixexp2

Simple estimation for the mixture of two exponential distributions

iniMAX

Initial estimation of GPD parameters for an aggregated renewal model

interevt

Interevents (or interarrivals) from events dates

Jackson

Jackson's statistic

Jackson.test

Jackson's test of exponentiality

logLik.Renouv

Log-likelihood of a "Renouv" object

Lomax

Lomax distribution

LRExp

Likelihood Ratio statistic for exponential vs. GPD

LRExp.test

Likelihood Ratio test of exponentiality vs. GPD

LRGumbel

Likelihood Ratio statistic for Gumbel vs. GEV

LRGumbel.test

Likelihood Ratio test for the Gumbel distribution

Maxlo

'maxlo' distribution

MixExp2

Mixture of two exponential distributions

mom.mixexp2

Moment estimation for the mixture of two exponential distributions

mom2par

Parameters from moments

NBlevy

Negative Binomial Levy process

OT2MAX

Temporal aggregation of a Marked Process

OTjitter

Add a small amount of noise to a numeric vector

parDeriv

Derivation of probability functions with respect to the parameters

pGreenwood1

Probability that the Greenwood's statistic is smaller than one

plot.Rendata

Plot a Rendata object

plot.Renouv

Plot an object of class "Renouv"

PPplot

Diagnostic plots for Renouv objects

predict.Renouv

Compute return levels and confidence limits for a "Renouv" object

qStat

Quantiles of a test statistic

readXML

Read data using an XML index file

Ren2gev

Translate a vector of coefficients from a Renewal-POT model with Paret...

Ren2gumbel

Translate a vector of coefficients from a Renewal-POT model with expon...

Renext-package

Renewal Method for Extreme Values Extrapolation

Renouv

Fit a 'Renouvellement' model

RenouvNoEst

Define a 'renouvellement' model without estimation

RLlegend

Legend management for return level plots

RLpar

Graphical parameters for Return Level plots

RLplot

Return level plot

roundPred

Round quantiles in a pseudo-prediction table

rRendata

Simulate a random RenData object

SandT

Compute empirical survivals (S) and return periods (T)

skip2noskip

Fix non-skipped periods from skipped ones

SLTW

Shifted Left Truncated Weibull (SLTW) distribution

spacings

Methods computing spacings between Largest Order Statistics

summary.Rendata

Summary and print methods for "Rendata" objects

summary.Renouv

Summary and print methods for "Renouv" objects

translude

Make translucient colors

vcov.Renouv

Variance-covariance matrix of the estimates of a "Renouv" object

weibplot

Classical Weibull distribution plot

Peaks Over Threshold (POT) or 'methode du renouvellement'. The distribution for the excesses can be chosen, and heterogeneous data (including historical data or block data) can be used in a Maximum-Likelihood framework.