spVineCopula-class: Class '"spVineCopula"'

In BenGraeler/spcopula: Copula Driven Analysis - Multivariate, Spatial, Spatio-Temporal

Description

A S4-class representing a spatial vine copula structure to model spatial processes. This spatial vine might be composed out of purely spatial trees or being mixed as lower spatial trees with an upper non-spatially varying joined copula.

Objects from the Class

Objects can be created by calls of the form new("spVineCopula", ...) or to the constructor spVineCopula.

Slots

spCop:

Object of class spCopula A bivariate spatially varying copula.

topCop:

Object of class vineCopula, copula or NULL. The top copula being constant over space. It is either a R-Vine (vineCopula) or a bivariate copula (copula) joining the spatial components (neighbours) or all trees of the vine are spatial bivariate copulas (NULL).

dimension:

Object of class "integer" giving the dimension of the spVineCopula (neighbourhood).

parameters:

Object of class "numeric" empty

param.names:

Object of class "character" empty

param.lowbnd:

Object of class "numeric" empty

param.upbnd:

Object of class "numeric" empty

fullname:

Object of class "character" A descriptive name of the this copula family.

Extends

Class "copula", directly. Class "Copula", by class "copula", distance 2.

Methods

No methods defined with class spVineCopula in the signature.

Author(s)

Benedikt Graeler

References

Graeler, B. and E. Pebesma (2011): The pair-copula construction for spatial data: a new approach to model spatial dependency. Procedia Environmental Sciences (Vol. 7, pp. 206 - 211), Elsevier.

See Also

spCopula, vineCopula

Examples

showClass("spVineCopula")

BenGraeler/spcopula documentation built on Nov. 20, 2020, 4:07 p.m.