WACS: Multivariate Weather-State Approach Conditionally Skew-Normal Generator

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Multivariate weather generator for daily climate variables based on weather-states using a Markov chain for modeling the succession of weather states. Conditionally to the weather states, the multivariate variables are modeled using the family of Complete Skew-Normal distributions. Parameters are estimated on measured series. Data must include the variable 'Rain' and can accept as many other variables as desired.

Author
Denis Allard [aut, cre], Ronan Trepos [aut]
Date of publication
2016-02-25 18:03:23
Maintainer
Denis Allard <allard@avignon.inra.fr>
License
GPL (>= 2.0)
Version
1.0
URLs

View on CRAN

Man pages

ClimateSeries
Synthetic climate series of a french town between 1995 and...
WACS
WACS: Multivariate Weather-state Approach Conditionally...
WACScompare
Performs comparisons between two WACS data structures, or...
WACSdata
Format data for WACS
WACSestim
Estimation of the parameters of a WACS model
WACSplot
Produces validation and/or WACS comparison plots
WACSplotdensity
For plotting fitted bivariate densities of residuals
WACSreadAgroclim
Function that reads a file of format Agroclim
WACSsimul
Performs simulations based on estimated parameters of the...
WACSvalid
Performs validations of WACS simulations

Files in this package

WACS
WACS/inst
WACS/inst/doc
WACS/inst/doc/WACSgen.pdf
WACS/inst/doc/WACSgen.pdf.asis
WACS/NAMESPACE
WACS/data
WACS/data/ClimateSeries.rda
WACS/R
WACS/R/WACSvalid.R
WACS/R/WACScompare.R
WACS/R/wacs.estimMarkov.R
WACS/R/wacs.estimCSNstar.R
WACS/R/wacs.estimcycle.R
WACS/R/WACSreadAgroclim.R
WACS/R/wacs.utils.R
WACS/R/WACSsimul.R
WACS/R/wacs.dataFunctions.R
WACS/R/wacs.estimrain.R
WACS/R/wacs.simul_innercall.R
WACS/R/ClimateSeries.R
WACS/R/wacs.CSNfunctions.R
WACS/R/WACSplot.R
WACS/R/WACSestim.R
WACS/R/wacs.estimWT.R
WACS/R/wacs.simulFunctions.R
WACS/R/WACSdata.R
WACS/R/wacs.validFunctions.R
WACS/R/wacs.dateFunctions.R
WACS/R/wacs-package.R
WACS/R/WACSplotdensity.R
WACS/vignettes
WACS/vignettes/WACSgen.pdf.asis
WACS/MD5
WACS/build
WACS/build/vignette.rds
WACS/DESCRIPTION
WACS/man
WACS/man/WACSsimul.Rd
WACS/man/WACSreadAgroclim.Rd
WACS/man/WACSplot.Rd
WACS/man/WACSplotdensity.Rd
WACS/man/WACS.Rd
WACS/man/WACScompare.Rd
WACS/man/WACSestim.Rd
WACS/man/ClimateSeries.Rd
WACS/man/WACSvalid.Rd
WACS/man/WACSdata.Rd