Copula constructors

Functions that construct a copula object (and corresponding S4 classes), that can be (generally) builded from data and parameters.

Cort()

Cort copulas

CortForest()

Bagged Cort copulas

ConvexCombCopula()

Convex Combination of copulas.

cbCopula()

Checkerboard copulas

cbkmCopula()

Checkerboards with known margins

(r/d/p/v)Copula functions

Random number generation, density, cdf, and volume functions for the copulas.

rCopula()

Copula random generation

dCopula()

Copula density

pCopula()

Copula cdf

vCopula()

Copula volume on hyper-boxes

Usefull methods

Some S4 methods that are included as convenience functions

biv_rho()

Spearman's rho matrix of a copula

biv_tau()

Kendall's tau matrix of a copula

kendall_func()

Kendall function of a copula (if it has one)

loss()

Loss of a copula estimation (if the model has one)

project_on_dims()

Projection on smaller dimensions of a copula (if implemented)

quad_norm()

Quadratic norm of the model (if it has one)

quad_prod()

Quadratic product of two copulas (if they have one)

quad_prod_with_data()

Quadratic product with data of the model (if it has one)

constraint_infl()

Constraint influence of the model (if it has one)

Datasets

Four simulated datasets are included for testing and demonstration purposes

funcdep_data

Dataset funcdep_data

clayton_data

Dataset clayton_data

impossible_data

Dataset impossible_data

recoveryourself_data

Dataset recoveryourself_data