CRAN/E | copBasic

copBasic

General Bivariate Copula Theory and Many Utility Functions

Installation

About

Extensive functions for bivariate copula (bicopula) computations and related operations for bicopula theory. The lower, upper, product, and select other bicopula are implemented along with operations including the diagonal, survival copula, dual of a copula, co-copula, and numerical bicopula density. Level sets, horizontal and vertical sections are supported. Numerical derivatives and inverses of a bicopula are provided through which simulation is implemented. Bicopula composition, convex combination, asymmetry extension, and products also are provided. Support extends to the Kendall Function as well as the Lmoments thereof. Kendall Tau, Spearman Rho and Footrule, Gini Gamma, Blomqvist Beta, Hoeffding Phi, Schweizer- Wolff Sigma, tail dependency, tail order, skewness, and bivariate Lmoments are implemented, and positive/negative quadrant dependency, left (right) increasing (decreasing) are available. Other features include Kullback-Leibler Divergence, Vuong Procedure, spectral measure, and Lcomoments for inference, maximum likelihood, and AIC, BIC, and RMSE for goodness-of-fit.

Citation copBasic citation info

Key Metrics

Version 2.2.4
R ≥ 4.0.0
Published 2024-03-08 51 days ago
Needs compilation? no
License GPL-2
CRAN checks copBasic results

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Maintainer

Maintainer

William Asquith

william.asquith@ttu.edu

Authors

William Asquith

Material

NEWS
Reference manual
Package source

In Views

Distributions

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

copBasic archive

Depends

R ≥ 4.0.0

Imports

lmomco
randtoolbox

Suggests

copula

Reverse Imports

CopCTS
CopulaCenR
PAsso

Reverse Suggests

lmomco