Complete Stochastic Modelling Solution

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Documentation for package ‘CoSMoS’ version 2.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

CoSMoS-package	CoSMoS: Complete Stochastic Modelling Solution
acs	AutoCorrelation Structure
actpnts	AutoCorrelation Transformed Points
advectionF	Advection fields
advectionFhyperbolic	Hyperbolic advection field
advectionFradial	Radial advection field
advectionFrotation	Rotational advection field
advectionFspiral	Spiraling advection field
advectionFspiralCE	Spiraling advection field satisfying continuity equation
advectionFuniform	Uniform advection field
analyzeTS	The Functions analyzeTS, reportTS, and simulateTS
anisotropyT	Anisotropy transformation
anisotropyTaffine	Affine anisotropy transformation
anisotropyTswirl	Swirl anisotropy transformation
anisotropyTwave	Wave anisotropy transformation
BurrIII	Burr Type III distribution
BurrXII	Burr Type XII distribution
checkRF	Numerical and visual check of generated random fields
checkTS	Check generated timeseries
dburrIII	Burr Type III distribution
dburrXII	Burr Type XII distribution
dgev	Generalized extreme value distribution
dggamma	Generalized gamma distribution
disch	Daily streamflow data data
dparetoII	Pareto type II distribution
fitactf	Fit the AutoCorrelation Transformation Function
fitDist	Distribution fitting
fitVAR	VAR model parameters to simulate correlated parent Gaussian random vectors and fields
generateMTS	Simulation of multiple time series with given marginals and spatiotemporal properties
generateMTSFast	Faster simulation of multiple time series with approximately separable spatiotemporal correlation structure
generateRF	Simulation of random field with given marginals and spatiotemporal properties
generateRFFast	Faster simulation of random fields with approximately separable spatiotemporal correlation structure
generateTS	Generate timeseries
GEV	Generalized extreme value distribution
GGamma	Generalized gamma distribution
mburrIII	Burr Type III distribution
mburrXII	Burr Type XII distribution
mgev	Generalized extreme value distribution
mggamma	Generalized gamma distribution
moments	Numerical estimation of moments
mparetoII	Pareto type II distribution
ParetoII	Pareto type II distribution
pburrIII	Burr Type III distribution
pburrXII	Burr Type XII distribution
pgev	Generalized extreme value distribution
pggamma	Generalized gamma distribution
plot.acti	AutoCorrelation Transformation Function visualisation
plot.checkTS	Plot method for check results
plot.cosmosts	Plot generated Timeseries
pparetoII	Pareto type II distribution
precip	Hourly station precipitation data
qburrIII	Burr Type III distribution
qburrXII	Burr Type XII distribution
qgev	Generalized extreme value distribution
qggamma	Generalized gamma distribution
qparetoII	Pareto type II distribution
quickTSPlot	Quick visualization of basic timeseries properties
rburrIII	Burr Type III distribution
rburrXII	Burr Type XII distribution
regenerateTS	Bulk Timeseries generation
reportTS	The Functions analyzeTS, reportTS, and simulateTS
rgev	Generalized extreme value distribution
rggamma	Generalized gamma distribution
rparetoII	Pareto type II distribution
sample.moments	Estimation of sample moments
simulateTS	The Functions analyzeTS, reportTS, and simulateTS
stcfclayton	Clayton SpatioTemporal Correlation Structure
stcfgneiting14	Gneiting-14 SpatioTemporal Correlation Structure
stcfgneiting16	Gneiting-16 SpatioTemporal Correlation Structure
stcs	SpatioTemporal Correlation Structure