Package: copula 1.1-5

Martin Maechler

copula: Multivariate Dependence with Copulas

Classes (S4) of commonly used elliptical, Archimedean, extreme-value and other copula families, as well as their rotations, mixtures and asymmetrizations. Nested Archimedean copulas, related tools and special functions. Methods for density, distribution, random number generation, bivariate dependence measures, Rosenblatt transform, Kendall distribution function, perspective and contour plots. Fitting of copula models with potentially partly fixed parameters, including standard errors. Serial independence tests, copula specification tests (independence, exchangeability, radial symmetry, extreme-value dependence, goodness-of-fit) and model selection based on cross-validation. Empirical copula, smoothed versions, and non-parametric estimators of the Pickands dependence function.

Authors:Marius Hofert [aut], Ivan Kojadinovic [aut], Martin Maechler [aut, cre], Jun Yan [aut], Johanna G. Nešlehová [ctb], Rebecca Morger [ctb]

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copula/json (API)
NEWS

# Install 'copula' in R:
install.packages('copula', repos = c('https://r-forge.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://r-forge.r-project.org/projects/copula

Datasets:
  • SMI.12 - SMI Data - 141 Days in Winter 2011/2012
  • gasoil - Daily Crude Oil and Natural Gas Prices from 2003 to 2006
  • lSMI - SMI Data - 141 Days in Winter 2011/2012
  • loss - LOSS and ALAE Insurance Data
  • rdj - Daily Returns of Three Stocks in the Dow Jones
  • uranium - Uranium Exploration Dataset of Cook & Johnson

On CRAN:

227 exports 5.97 score 10 dependencies 79 dependents 5 mentions 1.0k scripts 8.4k downloads

Last updated 20 days agofrom:0e796fb038. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 19 2024
R-4.5-win-x86_64NOTEAug 19 2024
R-4.5-linux-x86_64NOTEAug 19 2024
R-4.4-win-x86_64NOTEAug 19 2024
R-4.4-mac-x86_64NOTEAug 19 2024
R-4.4-mac-aarch64NOTEAug 19 2024
R-4.3-win-x86_64NOTEAug 19 2024
R-4.3-mac-x86_64NOTEAug 19 2024
R-4.3-mac-aarch64NOTEAug 19 2024

Exports:.ac.classNames.ac.longNames.ac.objNames.ac.shortNames.pairsCond%in%AA..ZabsdPsiMCAfunAfunDerallCompamhCopulaAnAn.bivAnfunarchmCopulaasymCopulaasymExplicitCopulaBernoulliBernoulli.allbeta.beta.hatbetanC.ncacopulacalibKendallsTaucalibSpearmansRhocCopulaclaytonCopulacloud2CncoefcoeffGconfintcontourcontourplot2copAMHcopClaytoncopFrankcopGumbelcopJoecorKendalldAdudCndcopuladCopuladDiagdebye1debye2dependogramdescribeCopdiPsidispstrToepdKdmvdcdMvdcdnacopuladSibuyadsumSibuyaebetaedmleellipCopulaemdeemleempCopulaenacopulaetauEulerianEulerian.allevCopulaevTestAevTestCevTestKexchEVTestexchTestextremePairsF.nfgmCopulafhCopulafitCopulafitLambdafitMvdcfixedParam<-fixParamformatfrankCopulagalambosCopulagenFungenFunDer1genFunDer2genInvgetAcopgetAnamegetIniParamgetSigmagetThetagnacopulagofBTstatgofCopulagofEVCopulagofMBgofPBgofT2statgofTstatgpviTestgumbelCopulahtrafohuslerReissCopulaindepCopulaindepTestindepTestSiminitOptintervaliPsiiRhoisFreeisFreePiTaujoeCopulaKkendallsTaukhoudrajiCopulaKnlambdalog1mexplog1pexplogLikloglikCopulaloglikCopulaManyloglikMvdclowfhCopulamargCopulamixCopulamoCopulamultIndepTestmultSerialIndepTestmvdcnac2listnacFrail.timenacPairthetasnesdepthnormalCopulanParamonacopulaonacopulaLopoweroptimMethp2PP2ppacRpairs2pairsColListpairsRosenblattpairwiseCcoppairwiseIndepTestpcopulapCopulapersppKplackettCopulaplotpmvdcpMvdcpnacopulapobspolylogpolynEvalprintNacopulaprobprofilepsipSibuyapviTestqacRqKqqplot2radSymTestrAntitheticVariatesrcopularCopularetstableretstableRrF01FrankrF01JoerFFrankrFJoerhorKrLatinHypercuberlogrlogRrmvdcrMvdcrnacModelrnacopularnchildrotCopularSibuyarSibuyaRRSpobsrstable1rtrafosafeUrootserialIndepTestserialIndepTestSimsetThetashowsincspearmansRhosplom2Stirling1Stirling1.allStirling2Stirling2.allsummarytailIndextautauAMHtauJoetawnCopulatCopulatevCopulatoEmpMarginsupfhCopulawireframe2xvCopula

Dependencies:ADGofTestcolorspacegsllatticeMatrixmvtnormnumDerivpcaPPpsplinestabledist

Archimedean Liouville Copulas

Rendered fromAC_Liouville.Rmdusingknitr::rmarkdownon Aug 19 2024.

Last update: 2022-11-17
Started: 2015-10-20

Beautiful Spearman's Rho for AMH Copula

Rendered fromrhoAMH-dilog.Rnwusingutils::Sweaveon Aug 19 2024.

Last update: 2023-01-16
Started: 2014-06-16

Densities of Two-Level Nested Archimedean Copulas

Rendered fromdNAC.Rmdusingknitr::rmarkdownon Aug 19 2024.

Last update: 2022-11-17
Started: 2015-10-20

Exploring Empirical Copulas

Rendered fromempiricial_copulas.Rmdusingknitr::rmarkdownon Aug 19 2024.

Last update: 2022-11-17
Started: 2018-05-26

Generalized Inverse Gaussian Archimedean Copulas

Rendered fromGIG.Rmdusingknitr::rmarkdownon Aug 19 2024.

Last update: 2020-05-19
Started: 2015-10-20

Hierarchical Archimax Copulas

Rendered fromHAXC.Rmdusingknitr::rmarkdownon Aug 19 2024.

Last update: 2022-11-17
Started: 2017-12-19

Log-Likelihood Visualization for Archimedean Copulas

Rendered fromlogL_visualization.Rmdusingknitr::rmarkdownon Aug 19 2024.

Last update: 2017-01-06
Started: 2015-10-20

MLE and Quantile Evaluation for a Clayton AR(1) Model with Student Marginals

Rendered fromAR_Clayton.Rmdusingknitr::rmarkdownon Aug 19 2024.

Last update: 2017-01-06
Started: 2015-10-20

Nested Archimedean Copulas Meet R

Rendered fromnacopula-pkg.Rnwusingutils::Sweaveon Aug 19 2024.

Last update: 2023-11-07
Started: 2012-12-13

Nested Archimedean Lévy Copulas

Rendered fromNALC.Rmdusingknitr::rmarkdownon Aug 19 2024.

Last update: 2017-01-06
Started: 2015-10-20

Numerically stable Frank Copulas via Multiprecision (Rmpfr)

Rendered fromFrank-Rmpfr.Rnwusingutils::Sweaveon Aug 19 2024.

Last update: 2018-07-28
Started: 2012-12-13

Quasi-Random Numbers for Copula Models

Rendered fromqrng.Rmdusingknitr::rmarkdownon Aug 19 2024.

Last update: 2022-11-17
Started: 2015-10-20

The Copula GARCH Model

Rendered fromcopula_GARCH.Rmdusingknitr::rmarkdownon Aug 19 2024.

Last update: 2017-07-30
Started: 2015-10-20

Examples of Nonstandard Copulas -- "Wild Animals"

Rendered fromwild_animals.Rmdusingknitr::rmarkdownon Aug 19 2024.

Last update: 2024-08-12
Started: 2015-09-15

Readme and manuals

Help Manual

Help pageTopics
Multivariate Dependence Modeling with Copulascopula-package
Pairs Plot of a cu.u Object (Internal Use).pairsCond
Absolute Value of Generator Derivatives via Monte CarloabsdPsiMC psiDabsMC
Class "acopula" of Archimedean Copula Familiesacopula acopula-class initialize,acopula-method show,acopula-method
Distribution of the Radial Part of an Archimedean CopulapacR qacR
All Components of a (Inner or Outer) Nested Archimedean CopulaallComp
Nonparametric Rank-based Estimators of the Pickands Dependence FunctionAn An.biv Anfun
Construction of Archimedean Copula Class ObjectamhCopula archmCopula claytonCopula frankCopula gumbelCopula joeCopula
Class "archmCopula"amhCopula-class archmCopula-class claytonCopula-class frankCopula-class gumbelCopula-class joeCopula-class
Dependence Measures for Bivariate CopulascalibKendallsTau calibSpearmansRho iRho iRho,ANY-method iRho,archmCopula-method iRho,claytonCopula-method iRho,copula-method iRho,ellipCopula-method iRho,fgmCopula-method iRho,frankCopula-method iRho,galambosCopula-method iRho,gumbelCopula-method iRho,huslerReissCopula-method iRho,nacopula-method iRho,normalCopula-method iRho,plackettCopula-method iRho,rotCopula-method iRho,tawnCopula-method iRho,tCopula-method iRho,tevCopula-method iRho-methods iTau iTau,acopula-method iTau,amhCopula-method iTau,ANY-method iTau,archmCopula-method iTau,claytonCopula-method iTau,copula-method iTau,ellipCopula-method iTau,fgmCopula-method iTau,frankCopula-method iTau,galambosCopula-method iTau,gumbelCopula-method iTau,huslerReissCopula-method iTau,joeCopula-method iTau,nacopula-method iTau,normalCopula-method iTau,plackettCopula-method iTau,rotCopula-method iTau,tawnCopula-method iTau,tCopula-method iTau,tevCopula-method iTau-methods kendallsTau lambda lambda,acopula-method lambda,amhCopula-method lambda,ANY-method lambda,claytonCopula-method lambda,copula-method lambda,evCopula-method lambda,frankCopula-method lambda,gumbelCopula-method lambda,indepCopula-method lambda,joeCopula-method lambda,lowfhCopula-method lambda,moCopula-method lambda,nacopula-method lambda,normalCopula-method lambda,plackettCopula-method lambda,rotCopula-method lambda,tCopula-method lambda,upfhCopula-method lambda-methods rho rho,acopula-method rho,amhCopula-method rho,ANY-method rho,claytonCopula-method rho,copula-method rho,evCopula-method rho,fgmCopula-method rho,frankCopula-method rho,galambosCopula-method rho,gumbelCopula-method rho,huslerReissCopula-method rho,indepCopula-method rho,lowfhCopula-method rho,moCopula-method rho,nacopula-method rho,normalCopula-method rho,plackettCopula-method rho,rotCopula-method rho,tawnCopula-method rho,tCopula-method rho,tevCopula-method rho,upfhCopula-method rho-methods spearmansRho tailIndex tau tau,acopula-method tau,amhCopula-method tau,ANY-method tau,archmCopula-method tau,claytonCopula-method tau,copula-method tau,evCopula-method tau,fgmCopula-method tau,frankCopula-method tau,galambosCopula-method tau,gumbelCopula-method tau,huslerReissCopula-method tau,indepCopula-method tau,joeCopula-method tau,lowfhCopula-method tau,moCopula-method tau,nacopula-method tau,normalCopula-method tau,plackettCopula-method tau,rotCopula-method tau,tawnCopula-method tau,tCopula-method tau,tevCopula-method tau,upfhCopula-method tau-methods
Compute Bernoulli NumbersBernoulli Bernoulli.all
Sample and Population Version of Blomqvist's Beta for Archimedean Copulasbeta. beta.hat betan
Conditional Distributions and Their Inverses from Copulascacopula cCopula rtrafo
Cloud Plot Methods ('cloud2') in Package 'copula'cloud2 cloud2,Copula-method cloud2,data.frame-method cloud2,matrix-method cloud2,mvdc-method cloud2-methods
Coefficients of Polynomial used for Gumbel CopulacoeffG
Methods for Contour Plots in Package 'copula'contour,Copula-method contour,indepCopula-method contour,mvdc-method contour-methods
Contour Plot Methods 'contourplot2' in Package 'copula'contourplot2 contourplot2,Copula-method contourplot2,data.frame-method contourplot2,matrix-method contourplot2,mvdc-method contourplot2-methods
Specific Archimedean Copula Families ("acopula" Objects)acopula-families copAMH copClayton copFrank copGumbel copJoe
Density, Evaluation, and Random Number Generation for Copula FunctionsCopula dCopula dcopula dCopula,matrix,amhCopula-method dCopula,matrix,claytonCopula-method dCopula,matrix,empCopula-method dCopula,matrix,fgmCopula-method dCopula,matrix,fhCopula-method dCopula,matrix,frankCopula-method dCopula,matrix,galambosCopula-method dCopula,matrix,gumbelCopula-method dCopula,matrix,huslerReissCopula-method dCopula,matrix,indepCopula-method dCopula,matrix,joeCopula-method dCopula,matrix,khoudrajiBivCopula-method dCopula,matrix,khoudrajiExplicitCopula-method dCopula,matrix,mixCopula-method dCopula,matrix,moCopula-method dCopula,matrix,normalCopula-method dCopula,matrix,plackettCopula-method dCopula,matrix,rotCopula-method dCopula,matrix,rotExplicitCopula-method dCopula,matrix,tawnCopula-method dCopula,matrix,tCopula-method dCopula,matrix,tevCopula-method pCopula pcopula pCopula,matrix,amhCopula-method pCopula,matrix,claytonCopula-method pCopula,matrix,empCopula-method pCopula,matrix,fgmCopula-method pCopula,matrix,frankCopula-method pCopula,matrix,galambosCopula-method pCopula,matrix,gumbelCopula-method pCopula,matrix,huslerReissCopula-method pCopula,matrix,indepCopula-method pCopula,matrix,joeCopula-method pCopula,matrix,khoudrajiCopula-method pCopula,matrix,lowfhCopula-method pCopula,matrix,mixCopula-method pCopula,matrix,moCopula-method pCopula,matrix,plackettCopula-method pCopula,matrix,rotCopula-method pCopula,matrix,rotExplicitCopula-method pCopula,matrix,tawnCopula-method pCopula,matrix,tevCopula-method pCopula,matrix,upfhCopula-method rCopula rcopula rCopula,numeric,amhCopula-method rCopula,numeric,claytonCopula-method rCopula,numeric,empCopula-method rCopula,numeric,evCopula-method rCopula,numeric,fgmCopula-method rCopula,numeric,frankCopula-method rCopula,numeric,galambosCopula-method rCopula,numeric,gumbelCopula-method rCopula,numeric,huslerReissCopula-method rCopula,numeric,indepCopula-method rCopula,numeric,joeCopula-method rCopula,numeric,khoudrajiCopula-method rCopula,numeric,lowfhCopula-method rCopula,numeric,mixCopula-method rCopula,numeric,moCopula-method rCopula,numeric,nacopula-method rCopula,numeric,normalCopula-method rCopula,numeric,plackettCopula-method rCopula,numeric,rotCopula-method rCopula,numeric,tCopula-method rCopula,numeric,upfhCopula-method
Mother Classes "Copula", etc of all Copulas in the PackageCopula-class copula-class dim,copula-method dim,dimCopula-method dim,Xcopula-method dimCopula-class parCopula-class Xcopula-class xcopula-class
(Fast) Computation of Pairwise Kendall's TauscorKendall
Density of the Diagonal of (Nested) Archimedean CopulasdDiag
Copula (Short) Description as StringdescribeCop describeCop,archmCopula,character-method describeCop,copula,character-method describeCop,Copula,missing-method describeCop,ellipCopula,character-method describeCop,empCopula,character-method describeCop,fgmCopula,character-method describeCop,fhCopula,character-method describeCop,indepCopula,character-method describeCop,khoudrajiCopula,character-method describeCop,mixCopula,character-method describeCop,moCopula,character-method describeCop,rotCopula,character-method describeCop,Xcopula,ANY-method describeCop-methods
Density Evaluation for (Nested) Archimedean CopulasdCopula,matrix,nacopula-method dCopula,numeric,nacopula-method dnacopula
Construction of Elliptical Copula Class ObjectsdispstrToep ellipCopula normalCopula pCopula,matrix,normalCopula-method pCopula,matrix,tCopula-method tCopula
Class "ellipCopula" of Elliptical CopulasellipCopula-class normalCopula-class tCopula-class
Minimum Distance Estimators for (Nested) Archimedean Copulasemde
Maximum Likelihood Estimators for (Nested) Archimedean Copulas.emle emle
The Empirical CopulaC.n Cn dCn empCopula F.n toEmpMargins
Class "empCopula" of Empirical Copulasdim,empCopula-method empCopula-class
Estimation Procedures for (Nested) Archimedean Copulasenacopula
Various Estimators for (Nested) Archimedean Copulasebeta edmle etau
Construction of Extreme-Value Copula ObjectsevCopula galambosCopula huslerReissCopula tawnCopula tevCopula
Classes Representing Extreme-Value CopulasevCopula-class galambosCopula-class huslerReissCopula-class tawnCopula-class tevCopula-class
Bivariate Test of Extreme-Value Dependence Based on Pickands' Dependence FunctionevTestA
Large-sample Test of Multivariate Extreme-Value DependenceevTestC
Bivariate Test of Extreme-Value Dependence Based on Kendall's DistributionevTestK
Test of Exchangeability for Certain Bivariate CopulasexchEVTest
Test of Exchangeability for a Bivariate CopulaexchTest
Construction of a fgmCopula Class ObjectfgmCopula
Class "fgmCopula" - Multivariate Multiparameter Farlie-Gumbel-Morgenstern CopulasfgmCopula-class
Construction of Fréchet-Hoeffding Bound Copula ObjectsfhCopula lowfhCopula upfhCopula
Class "fhCopula" of Fréchet-Hoeffding Bound CopulasfhCopula-class lowfhCopula-class upfhCopula-class
Fitting Copulas to Data - Copula Parameter EstimationfitCopula fitCopula,copula-method fitCopula,parCopula-method fitCopula,rotCopula-method fitCopula-methods loglikCopula loglikCopulaMany optimMeth
Classes of Fitted Multivariate Models: Copula, MvdcfitCopula-class fitMvdc-class fittedMV-class summary,fitCopula-method summary,fitMvdc-method summaryFitCopula-class summaryFitMvdc-class
Non-parametric Estimators of the Matrix of Tail-Dependence CoefficientsfitLambda
Estimation of Multivariate Models Defined via Copulascoef.fittedMV fitMvdc logLik.fittedMV loglikMvdc vcov.fittedMV
Fix a Subset of a Copula Parameter VectorfixedParam<- fixedParam<-,copula,logical-method fixedParam<-,khoudrajiCopula,logical-method fixedParam<-,mixCopula,logical-method fixedParam<-,rotCopula,logical-method fixParam isFree isFree,copula-method isFree,khoudrajiCopula-method isFree,mixCopula-method isFree,parCopula-method isFree,rotCopula-method isFreeP nParam nParam,copula-method nParam,khoudrajiCopula-method nParam,mixCopula-method nParam,parCopula-method nParam,rotCopula-method
Daily Crude Oil and Natural Gas Prices from 2003 to 2006gasoil
Generator Functions for Archimedean and Extreme-Value CopulasA A,galambosCopula-method A,gumbelCopula-method A,huslerReissCopula-method A,indepCopula-method A,khoudrajiCopula-method A,tawnCopula-method A,tevCopula-method A-methods Afun AfunDer dAdu dAdu,galambosCopula-method dAdu,gumbelCopula-method dAdu,huslerReissCopula-method dAdu,tawnCopula-method dAdu,tevCopula-method dAdu-methods diPsi diPsi,amhCopula-method diPsi,claytonCopula-method diPsi,frankCopula-method diPsi,gumbelCopula-method diPsi,joeCopula-method diPsi-methods genFun genFunDer1 genFunDer2 genInv iPsi iPsi,amhCopula-method iPsi,claytonCopula-method iPsi,frankCopula-method iPsi,gumbelCopula-method iPsi,joeCopula-method iPsi-methods psi psi,amhCopula-method psi,claytonCopula-method psi,frankCopula-method psi,gumbelCopula-method psi,joeCopula-method psi-methods
Get "acopula" Family Object by Name.ac.classNames .ac.longNames .ac.objNames .ac.shortNames getAcop getAname
Get Initial Parameter Estimate for CopulagetIniParam getIniParam,mixCopula-method getIniParam,parCopula-method
Get the Parameter(s) of a CopulagetTheta getTheta,acopula-method getTheta,copula-method getTheta,khoudrajiCopula-method getTheta,mixCopula-method getTheta,parCopula-method getTheta,rotCopula-method getTheta,Xcopula-method getTheta-methods
Computations for Graphical GOF Test via Pairwise Rosenblatt TransformsgpviTest pairwiseCcop pairwiseIndepTest pviTest
Goodness-of-fit Testing for (Nested) Archimedean Copulasgnacopula
Goodness-of-fit Tests for CopulasgofCopula gofCopula,copula-method gofCopula,parCopula-method gofCopula,rotCopula-method gofCopula-methods gofMB gofPB
Goodness-of-fit Tests for Bivariate Extreme-Value CopulasgofEVCopula
Various Goodness-of-fit Test StatisticsgofBTstat
Goodness-of-fit Test StatisticsgofT2stat gofTstat
GOF Testing Transformation of Hering and Hoferthtrafo
Construction of Independence Copula ObjectsindepCopula
Class "indepCopula"indepCopula-class
Test Independence of Continuous Random Variables via Empirical Copuladependogram indepTest indepTestSim
Initial Interval or Value for Parameter Estimation of Archimedean CopulasinitOpt
Construct Simple "interval" Objectinterval
Class "interval" of Simple Intervals%in%,numeric,interval-method format,interval-method interval-class maybeInterval-class show,interval-method Summary,interval-method
Kendall Distribution Function for Archimedean CopulasdK K Kn pK qK rK
Construction of copulas using Khoudraji's deviceasymCopula asymExplicitCopula khoudrajiCopula
Class '"khoudrajiCopula"' and its Subclassesasym2Copula-class asymCopula-class dim,khoudrajiCopula-method khoudrajiBivCopula-class khoudrajiCopula-class khoudrajiExplicitCopula-class
Compute f(a) = log(1 +/- exp(-a)) Numerically Optimallylog1mexp log1pexp
LOSS and ALAE Insurance Dataloss
Marginal copula of a Copula With Specified MarginsmargCopula margCopula,archmCopula,logical-method margCopula,normalCopula,logical-method margCopula,tCopula,logical-method
Sinc, Zolotarev's, and Other Mathematical Utility FunctionsA..Z sinc
Tools to Work with MatricesextremePairs getSigma P2p p2P
Create Mixture of CopulasmixCopula
Class '"mixCopula"' of Copula Mixturesdim,mixCopula-method lambda,mixCopula-method mixCopula-class rho,mixCopula-method
The Marshall-Olkin CopulamoCopula
Class "moCopula" of Marshall-Olkin CopulasmoCopula-class
Independence Test Among Continuous Random Vectors Based on the Empirical Copula ProcessmultIndepTest
Serial Independence Test for Multivariate Time Series via Empirical CopulamultSerialIndepTest
Multivariate Distributions Constructed from CopulasdMvdc dmvdc Mvdc mvdc pMvdc pmvdc rMvdc rmvdc
Class "mvdc": Multivariate Distributions from Copulasdim,mvdc-method mvdc-class show,mvdc-method
Timing for Sampling Frailties of Nested Archimedean CopulasnacFrail.time
Class "nacopula" of Nested Archimedean Copulasdim,nacopula-method nacopula-class outer_nacopula-class
Pairwise Thetas of Nested Archimedean CopulasnacPairthetas
Nesting Depth of a Nested Archimedean Copula ("nacopula")nesdepth
Constructing (Outer) Nested Archimedean Copulasnac2list nacopula onacopula onacopulaL
Outer Power Transformation of Archimedean Copulasopower
Scatter-Plot Matrix ('pairs') for Copula Distributions with Nice Defaultspairs2
Plots for Graphical GOF Test via Pairwise Rosenblatt TransformspairsColList pairsRosenblatt
Methods for Function `persp' in Package `copula'persp,Copula-method persp,mvdc-method persp-methods
Construction of a Plackett CopulaplackettCopula
Class "plackettCopula" of Plackett CopulasplackettCopula-class
Methods for 'plot' in Package 'copula'plot,Copula,ANY-method plot,mvdc,ANY-method plot-methods
Evaluation of (Nested) Archimedean CopulaspCopula,matrix,nacopula-method pCopula,numeric,nacopula-method pnacopula
Pseudo-Observationspobs
Polylogarithm Li_s(z) and Debye Functionsdebye1 debye2 polylog
Evaluate PolynomialspolynEval
Print Compact Overview of a Nested Archimedean Copula ("nacopula")printNacopula show,nacopula-method
Computing Probabilities of Hypercubesprob prob,Copula-method prob-methods
Q-Q Plot with Rugs and Pointwise Asymptotic Confidence Intervalsqqplot2
Test of Exchangeability for a Bivariate CopularadSymTest
Daily Returns of Three Stocks in the Dow Jonesrdj
Sampling Exponentially Tilted Stable Distributionsretstable retstableR
Sample Univariate Distributions Involved in Nested Frank and Joe CopulasrF01Frank rF01Joe
Sampling Distribution F for Frank and JoerFFrank rFJoe
Sampling Logarithmic Distributionsrlog rlogR
Random nacopula ModelrnacModel
Sampling Nested Archimedean Copulasrnacopula
Sampling Child 'nacopula'srnchild
Construction and Class of Rotated aka Reflected Copulasdim,rotCopula-method rotCopula rotCopula-class
Pseudo-Observations of Radial and Uniform Part of Elliptical and Archimedean CopulasRSpobs
Random numbers from (Skew) Stable Distributionsrstable rstable1
One-dimensional Root (Zero) Finding - Extra "Safety" for ConveniencesafeUroot
Serial Independence Test for Continuous Time Series Via Empirical CopulaserialIndepTest serialIndepTestSim
Specify the Parameter(s) of a CopulasetTheta setTheta,acopula,ANY-method setTheta,copula,ANY-method setTheta,ellipCopula,ANY-method setTheta,khoudrajiCopula,ANY-method setTheta,mixCopula,ANY-method setTheta,outer_nacopula,numeric-method setTheta,Xcopula,ANY-method
Methods for 'show()' in Package 'copula'show,fitCopula-method show,fitMvdc-method show,normalCopula-method show,parCopula-method show,tCopula-method show-methods
Sibuya Distribution - Sampling and ProbabilitiesdSibuya dsumSibuya pSibuya rSibuya rSibuyaR Sibuya
SMI Data - 141 Days in Winter 2011/2012lSMI SMI.12
Methods for Scatter Plot Matrix 'splom2' in Package 'copula'splom2 splom2,Copula-method splom2,data.frame-method splom2,matrix-method splom2,mvdc-method splom2-methods
Eulerian and Stirling Numbers of First and Second KindEulerian Eulerian.all Stirling1 Stirling1.all Stirling2 Stirling2.all
Ali-Mikhail-Haq ("AMH")'s and Joe's Kendall's TautauAMH tauJoe
Uranium Exploration Dataset of Cook & Johnson (1986)uranium
Variance-Reduction MethodsrAntitheticVariates rLatinHypercube
Perspective Plots via 'wireframe2'wireframe2 wireframe2,Copula-method wireframe2,data.frame-method wireframe2,matrix-method wireframe2,mvdc-method wireframe2-methods
Model (copula) selection based on 'k'-fold cross-validationxvCopula