R: Complete Stochastic Modelling Solution

# Complete Stochastic Modelling Solution

## Documentation for package ‘CoSMoS’ version 2.2.0

- 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
actpntsB6 | AutoCorrelation Transformed Points for Bardossy dependence structure
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 | Analyse, report, and simulate seasonal time series
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 time series
CoSMoS | CoSMoS: Complete Stochastic Modelling Solution
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
fitACS | Autocorrelation structure fitting
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 fields with given marginals and spatiotemporal properties
generateRFFast | Faster simulation of random fields with approximately separable spatiotemporal correlation structure
generateTS | Generate time series
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 | Plot method for 'acti' objects
plot.checkTS | Plot method for 'checkTS' objects
plot.cosmosts | Plot method for 'cosmosts' objects
plot.fitACS | Plot method for 'fitACS' objects
plot.fitDist | Plot method for 'fitDist' objects
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 visualisation of basic time series properties
rburrIII | Burr Type III distribution
rburrXII | Burr Type XII distribution
regenerateTS | Bulk time series generation
reportTS | Analyse, report, and simulate seasonal time series
rgev | Generalized Extreme Value distribution
rggamma | Generalized Gamma distribution
rparetoII | Pareto Type II distribution
sample.moments | Sample moments
simulateTS | Analyse, report, and simulate seasonal time series
stcfclayton | Clayton SpatioTemporal Correlation Structure
stcfgneiting14 | Gneiting-14 SpatioTemporal Correlation Structure
stcfgneiting16 | Gneiting-16 SpatioTemporal Correlation Structure
stcs | SpatioTemporal Correlation Structure