mobirep: Models Bivariate Dependence and Produces Bivariate Return Periods

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>.

Version: 0.2.3
Depends: R (≥ 3.5.0), texmex
Imports: stats, copBasic, grDevices, ks, lattice, SpatialExtremes, zoo, copula, ggplot2, viridis
Suggests: knitr, testthat, rmarkdown
Published: 2021-04-22
Author: Alois Tilloy ORCID iD [aut, cre]
Maintainer: Alois Tilloy <alois.tilloy at kcl.ac.uk>
License: GPL (≥ 3)
NeedsCompilation: no
Materials: NEWS
CRAN checks: mobirep results

Documentation:

Reference manual: mobirep.pdf
Vignettes: how to use the package

Downloads:

Package source: mobirep_0.2.3.tar.gz
Windows binaries: r-devel: mobirep_0.2.3.zip, r-release: mobirep_0.2.3.zip, r-oldrel: mobirep_0.2.3.zip
macOS binaries: r-release (arm64): mobirep_0.2.3.tgz, r-release (x86_64): mobirep_0.2.3.tgz, r-oldrel: mobirep_0.2.3.tgz
Old sources: mobirep archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=mobirep to link to this page.