
copula
 Referenced in 148 articles
[sw14499]
 package copula: Multivariate Dependence with Copulas. Classes (S4) of commonly used elliptical, Archimedean, extreme value ... some more copula families. Methods for density, distribution, random number generation, bivariate dependence measures, perspective ... contour plots. Fitting copula models including variance estimates. Independence and serial (univariate and multivariate) independence ... tests, and other copula related tests. Empirical copula and multivariate CDF. Goodnessoffit tests...

copula
 Referenced in 130 articles
[sw07944]
 Enjoy the Joy of Copulas: With a Package copula. Copulas have become a popular tool ... ﬁelds. A good opensource implementation of copulas is much needed for more practitioners ... enjoy the joy of copulas. This article presents the design, features, and some implementation details ... package copula. The package provides a carefully designed and easily extensible platform for multivariate modeling...

TwoCop
 Referenced in 55 articles
[sw12359]
 TwoCop: Nonparametric test of equality between two copulas. This package implements the nonparametric test ... equality between two copulas proposed by Remillard and Scaillet in their 2009 JMVA paper: Testing ... equality between two copulas. We develop a test of equality between two dependence structures estimated ... through empirical copulas. We provide inference for independent or paired samples. The multiplier central limit...

CDVine
 Referenced in 48 articles
[sw08161]
 Statistical inference of C and Dvine copulas. This package provides functions for statistical inference ... canonical vine (Cvine) and Dvine copulas. It contains tools for bivariate exploratory data ... bivariate as well as vine copula selection. Models can be estimated either sequentially ... unit hypercube (socalled copula data...

nacopula
 Referenced in 48 articles
[sw06778]
 nacopula: Nested Archimedean Copulas. An R package for working with nested Archimedean copulas. Specifically, providing...

VineCopula
 Referenced in 37 articles
[sw08160]
 VineCopula: Statistical inference of vine copulas. This package provides functions for statistical inference of vine ... copulas. It contains tools for bivariate exploratory data analysis, bivariate copula selection and (vine) tree ... unit hypercube (socalled copula data). For C and Dvines links to the package...

huge
 Referenced in 39 articles
[sw08466]
 functions for fitting high dimensional semiparametric Gaussian copula models; (3) more functions like datadependent...

gcmr
 Referenced in 27 articles
[sw07433]
 package gcmr: Gaussian copula marginal regression. This paper identifies and develops the class of Gaussian ... copula models for marginal regression analysis of nonnormal dependent observations. The class provides...

bfa
 Referenced in 23 articles
[sw07430]
 package bfa Bayesian Gaussian copula factor models for mixed data. Gaussian factor models have proven ... propose a novel class of Bayesian Gaussian copula factor models that decouple the latent factors...

RMetrics
 Referenced in 31 articles
[sw09991]
 Volatility Forecasting, Extreme Value Theory and Copulae, Pricing of Derivatives, Portfolio Analysis, Design and Optimization...

Linkages
 Referenced in 18 articles
[sw01332]
 distributions with given univariate marginals is the copula function. Using it, any multivariate distribution function...

HAC
 Referenced in 11 articles
[sw11199]
 Estimation, Simulation and Visualization of Hierarchical Archimedean Copulae (HAC). Package provides the estimation ... methods and structural plots of Hierarchical Archimedean Copulae...

SemiParBIVProbit
 Referenced in 15 articles
[sw08169]
 error equations, endogeneity or sample selection. Bivariate copula models are also supported...

Statool
 Referenced in 9 articles
[sw00914]
 based on copulas [cf. {\itR. B. Nelsen}, An introduction to copulas. Properties and applications. Lecture...

idr
 Referenced in 7 articles
[sw11205]
 This is a package for estimating the copula mixture model and plotting correspondence curves ... replicates. Our curve is fitted by a copula mixture model, from which we derive...

kdecopula
 Referenced in 7 articles
[sw20374]
 package kdecopula: Kernel Smoothing for Bivariate Copula Densities. Provides fast implementations of kernel smoothing techniques ... bivariate copula densities, in particular density estimation and resampling...

HACopula
 Referenced in 5 articles
[sw32758]
 HACopula Toolbox: Hierarchical Archimedean copulas for MATLAB and Octave. he HACopula toolbox extends the copula ... MATLAB to modeling with hierarchical Archimedean copulas, which allows for nonelliptical distributions in arbitrary ... compatible with Octave, where no support for copulas in more than two dimensions is currently...

GenOrd
 Referenced in 9 articles
[sw14628]
 Correlation Matrix and Marginal Distributions. A gaussian copula based procedure for generating samples from discrete...

GJRM
 Referenced in 9 articles
[sw23082]
 Gaussian dependencies through the use of copulae, and for the association and mean parameters...

rmgarch
 Referenced in 9 articles
[sw26851]
 GARCH models including DCC, GOGARCH and CopulaGARCH...