# Complete Stochastic Modelling Solution

## 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