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) Supporting references for the conditional extremes model, Jt-KDE model and for copula modelling are the following: Heffernan and Tawn (2004) Cooley, Thibaud, Castillo and Wehner (2019) Nelsen (2006) .


Reference manual

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0.2.3 by Alois Tilloy, a month ago

Browse source code at

Authors: Alois Tilloy [aut, cre]

Documentation:   PDF Manual  

GPL (>= 3) license

Imports stats, copBasic, grDevices, ks, lattice, SpatialExtremes, zoo, copula, ggplot2, viridis

Depends on texmex

Suggests knitr, testthat, rmarkdown

See at CRAN