CRAN/E | mobirep

mobirep

Models Bivariate Dependence and Produces Bivariate Return Periods

Installation

About

Models the dependence between two variables in the extremes, identifies most relevant models among six models: the conditional extremes model, the Jt-KDE model and four copulae (Gumbel, Galambos, Normal, FGM). Bivariate return periods for the six models and bivariate level curves can be created. Methods used in the package are described in the following reference: Tilloy, Malamud, Winter and Joly-Laugel (2020) doi:10.5194/nhess-20-2091-2020 Supporting references for the conditional extremes model, Jt-KDE model and for copula modelling are the following: Heffernan and Tawn (2004) doi:10.1111/j.1467-9868.2004.02050.x Cooley, Thibaud, Castillo and Wehner (2019) doi:10.1007/s10687-019-00348-0 Nelsen (2006) doi:10.1007/0-387-28678-0.

Key Metrics

Version 0.2.3
R ≥ 3.5.0
Published 2021-04-22 1101 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks mobirep results

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Maintainer

Maintainer

Alois Tilloy

alois.tilloy@kcl.ac.uk

Authors

Alois Tilloy

aut / cre

Material

NEWS
Reference manual
Package source

Vignettes

how to use the package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mobirep archive

Depends

R ≥ 3.5.0
texmex

Imports

stats
copBasic
grDevices
ks
lattice
SpatialExtremes
zoo
copula
ggplot2
viridis

Suggests

knitr
testthat
rmarkdown