Copula Driven Analysis - Multivariate, Spatial, Spatio-Temporal


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Documentation for package ‘spcopula’ version 0.2-4

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A B C D E F G H I K L M N P Q R S T U misc

spcopula-package Copula Driven Spatio-Temporal Analysis

-- A --

A-method Class '"tawn3pCopula"'
asCopula Constructor of an asymmetric copula with cubic and quadratic sections (Nelsen 2006).
asCopula-class Class '"asCopula"'

-- B --

bestFitTau workspace produced in 'demo(spCopula)'
bins workspace produced in 'demo(spCopula)'
bivJointDepFun Bivariate joint dependence functions

-- C --

calcBins A function calculating the spatial/spatio-temporal bins
calcBins-method A function calculating the spatial/spatio-temporal bins
calcBins-method Class 'neighbourhood'
calcBins-methods A function calculating the spatial/spatio-temporal bins
calcKTauLin workspace produced in 'demo(spCopula)'
calcKTauPol workspace produced in 'demo(spCopula)'
calcSpTreeDists Calculating the conditional spatial distances
composeSpCopula Composing a bivariate Spatial Copula
condCovariate Conditioning of a Covariate
condSpVine Conditions a spatial vine copula for conditional prediction
condStCoVarVine conditional distribution function of spatio-temporal covariate vine copula
condStVine Conditions a spatio-temporal vine copula for conditional prediction
cqsCopula Constructor of a symmetric copula with cubic quadratic sections.
cqsCopula-class Class '"cqsCopula"'
criticalLevel Calculating the critical level for a given Kendall Return Period
criticalPair Calculate Critical Pairs
criticalTriple calculate critical triples

-- D --

dAdu-method Class '"tawn3pCopula"'
dataSet workspace produced in 'demo(spCopula)'
dCopula-method Class '"tawn3pCopula"'
dduCopula partial derivatives of copulas
dduCopula-method Class '"asCopula"'
dduCopula-method Class '"cqsCopula"'
dduCopula-method Methods for Function 'dduCopula' in Package 'spcopula'
dduCopula-method Class '"mixtureCopula"'
dduCopula-method Class '"spCopula"'
dduCopula-method Class '"stCopula"'
dduCopula-method Class '"tawn3pCopula"'
dduCopula-methods Methods for Function 'dduCopula' in Package 'spcopula'
ddvCopula partial derivatives of copulas
ddvCopula-method Class '"asCopula"'
ddvCopula-method Class '"cqsCopula"'
ddvCopula-method Methods for Function 'ddvCopula' in Package 'spcopula'
ddvCopula-method Class '"mixtureCopula"'
ddvCopula-method Class '"spCopula"'
ddvCopula-method Class '"stCopula"'
ddvCopula-method Class '"tawn3pCopula"'
ddvCopula-methods Methods for Function 'ddvCopula' in Package 'spcopula'
dependencePlot Kernel smoothed scatter plot
dropSpTree Drops a spatial tree
dropStTree Drops a spatio-temporal tree

-- E --

empBivJointDepFun Bivariate joint dependence functions
empiricalCopula Constructor of an empirical copula class
empiricalCopula-class Class '"empiricalCopula"'
empSurCopula Constructor of an empirical survival copula class
empSurCopula-class Class '"empiricalCopula"'
EU_RB Daily mean PM10 concentrations over Europe in June and July 2005
EU_RB_2005 Daily mean PM10 concentrations over Europe in 2005 as used in the JSS manuscript

-- F --

fitCopula-method Class '"asCopula"'
fitCopula-method Class '"cqsCopula"'
fitCopula-method Class '"mixtureCopula"'
fitCopula-method Class '"spVineCopula"'
fitCopula-method Class '"stVineCopula"'
fitCopula-method Class '"tawn3pCopula"'
fitCopula-method Class '"trunCopula"'
fitCorFun Automated fitting of a correlation function to the correlogram
fitSpCopula Spatial Copula Fitting

-- G --

genEmpCop Generate an empirical copula
genEmpKenFun Generates an empirical Kendall distribution function
genEmpSurCop Generate an empirical copula
genInvKenFun Generate the inverse Kendall distribution function
getKendallDistr Retrieving the Kendall Distribution function for a given copula
getKendallDistr-method Retrieving the Kendall Distribution function for a given copula
getNeighbours Creating Local Neighbourhoods
getStNeighbours Creating Local Spatio-Temporal Neighbourhoods
gevEsti workspace produced in 'demo(spCopula)'

-- H --

hkCopula Constructor of a hierarchical Kendall copula
hkCopula-class Class '"hkCopula"'

-- I --

invdduCopula Methods for Function 'invdduCopula' in Package 'spcopula'
invdduCopula-method Class '"asCopula"'
invdduCopula-method Class '"cqsCopula"'
invdduCopula-method Methods for Function 'invdduCopula' in Package 'spcopula'
invdduCopula-method Class '"mixtureCopula"'
invdduCopula-methods Methods for Function 'invdduCopula' in Package 'spcopula'
invddvCopula Methods for Function 'invddvCopula' in Package 'spcopula'
invddvCopula-method Class '"asCopula"'
invddvCopula-method Class '"cqsCopula"'
invddvCopula-method Methods for Function 'invddvCopula' in Package 'spcopula'
invddvCopula-method Class '"mixtureCopula"'
invddvCopula-methods Methods for Function 'invddvCopula' in Package 'spcopula'

-- K --

kendall Methods for Function 'kendall'
kendall-method Methods for Function 'kendall'
kendall-methods Methods for Function 'kendall'
kendallDistribution The Kendall distribution
kendallDistribution-method The Kendall distribution
kendallRP calculating the Kendall Return Period

-- L --

loc workspace produced in 'demo(spCopula)'
loglikByCopulasLags Log-likelihoods by copula family and spatial lag class
loglikByCopulasStLags Log-likelihoods by copula family and spatio-temporal lag class
loglikTau workspace produced in 'demo(spCopula)'
lokliktau workspace produced in 'demo(spCopula)'
lowerBivJointDepFun Bivariate joint dependence functions
lowerEmpBivJointDepFun Bivariate joint dependence functions

-- M --

meanLog workspace produced in 'demo(spCopula)'
meuseSpVine workspace produced in 'demo(spCopula)'
mixedSpVineCopula-class Class '"spVineCopula"'
mixtureCopula Constructor of a mixture copula
mixtureCopula-class Class '"mixtureCopula"'

-- N --

names-method Class 'neighbourhood'
names-method Class '"stNeighbourhood"'
neighbourhood Constructor of the 'neighbourhood' class.
neighbourhood-class Class 'neighbourhood'

-- P --

pCopula-method Class '"tawn3pCopula"'
pureSpVineCopula-class Class '"spVineCopula"'

-- Q --

qCopula_u The inverse of a bivariate copula given u or v
qCopula_u-method The inverse of a bivariate copula given u or v
qCopula_v The inverse of a bivariate copula given u or v
qCopula_v-method The inverse of a bivariate copula given u or v
qCopula_v-method Class '"trunCopula"'

-- R --

rankTransform rank order transformation of margins
rCopula-method Class '"tawn3pCopula"'
rCopula_y Sampling from a given contour level
rCopula_y-method Sampling from a given contour level
rCopula_y-method Class '"trunCopula"'
rCopula_y-methods Sampling from a given contour level
reduceNeighbours Selecting the strongest correlated neighbours

-- S --

scale workspace produced in 'demo(spCopula)'
sdLog workspace produced in 'demo(spCopula)'
shape workspace produced in 'demo(spCopula)'
show-method Class '"stCopula"'
show-method Class '"stNeighbourhood"'
spCop workspace produced in 'demo(spCopula)'
spCopPredict spatial prediction based on a spatial vine copula
spCopula Spatial Copula
spcopula Copula Driven Spatio-Temporal Analysis
spCopula-class Class '"spCopula"'
spGaussCopPredict spatial prediction using a Gaussian Copula
spGaussLogLik Density evaluation for a spatial Gaussian Copula
spVineCopula Constructor of the virtual super class 'spVineCopula'.
spVineCopula-class Class '"spVineCopula"'
stCopPredict Spatio-Temporal Prediction based on a Spatio-Temporal Vine Copula
stCopula Spatio-Temporal Copula
stCopula-class Class '"stCopula"'
stCoVarVineCopula Constructor for 'stCoVarVineCopula'
stCoVarVineCopula-class Class '"stCoVarVineCopula"'
stNeighbourhood Constructor of the 'stNeighbourhood' class.
stNeighbourhood-class Class '"stNeighbourhood"'
stVineCopula Constructor of the class 'stVineCopula'.
stVineCopula-class Class '"stVineCopula"'

-- T --

tawn3pCopula Tawn Copula Family constructor using all three parameters
tawn3pCopula-class Class '"tawn3pCopula"'
triples annual extreme rainfall triples
trunCopula Constructor of the truncated copula class.
trunCopula-class Class '"trunCopula"'

-- U --

unitScatter A scatter plot on the unit-square
univScatter A scatter plot on the unit-square
upperBivJointDepFun Bivariate joint dependence functions
upperEmpBivJointDepFun Bivariate joint dependence functions

-- misc --

[-method Class 'neighbourhood'
[-method Class '"stNeighbourhood"'