copula driven spatial analysis


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Documentation for package ‘spcopula’ version 0.2-1

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

spcopula-package copula driven spatial 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)'

-- 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 '"spCopula"'
dduCopula-method Class '"stCopula"'
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 '"spCopula"'
ddvCopula-method Class '"stCopula"'
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 --

empiricalCopula Constructor of an empirical copula class
empiricalCopula-class Class '"empiricalCopula"'
empTailDepFun Tail dependence functions
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 '"spVineCopula"'
fitCopula-method Class '"stVineCopula"'
fitCopula-method Class '"tawn3pCopula"'
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
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)'

-- 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-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-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)'
lowerEmpTailDepFun Tail dependence functions
lowerTailDepFun Tail dependence functions

-- M --

meanLog workspace produced in 'demo(spCopula)'
meuseSpVine workspace produced in 'demo(spCopula)'
mixedSpVineCopula-class Class '"spVineCopula"'

-- 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

-- R --

rankTransform rank order transformation of margins
rCopula-method Class '"tawn3pCopula"'
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 spatial 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 --

tailDepFun Tail dependence functions
tawn3pCopula Tawn Copula Family constructor using all three parameters
tawn3pCopula-class Class '"tawn3pCopula"'
triples annual extreme rainfall triples

-- U --

unitScatter A scatter plot on the unit-square
univScatter A scatter plot on the unit-square
upperEmpTailDepFun Tail dependence functions
upperTailDepFun Tail dependence functions

-- misc --

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