SpecsVerification: Forecast Verification Routines for the SPECS FP7 Project

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A collection of new forecast verification routines for the SPECS FP7 project. The emphasis is on comparative verification of ensemble forecasts.

Author
Stefan Siegert [aut, cre]
Date of publication
2015-10-23 16:22:57
Maintainer
Stefan Siegert <s.siegert@exeter.ac.uk>
License
GPL (>= 2)
Version
0.4-1

View on CRAN

Man pages

BrierScoreDecomposition
Brier Score Decomposition
ClimEns
Construct a climatological ensemble from a vector of...
Corr
Correlation coefficient of the ensemble mean.
CorrDiff
Calculate and evaluate the difference of correlation of two...
Detrend
Auxiliary function for removing trends and mean from...
DressCrps
Scores for forecast ensembles dressed with Gaussian kernels.
DressCrpsDiff
Calculate average score differences for competing dressed...
DressCrpss
Calculate continous ranked probability skill score (CRPSS),...
DressEnsemble
Ensemble dressing
DressIgnSs
Calculate Ignorance skill score, comparing two dressed...
EnsBrier
Brier Score for ensemble forecasts.
EnsCrps
Continuously ranked probability score (CRPS) for ensemble...
EnsRps
Ranked Probability Score for ensemble forecasts.
EnsRpsDiff
Calculate average score differences for competing ensemble...
EnsRpss
Calculate ranked probability skill score for competing...
EnsScoreDiff
Calculate average score differences for competing ensemble...
EnsSkillScore
Calculate Brier skill score or continous ranked probability...
FairBrier
Fair Brier Score for ensemble forecasts.
FairCrps
Fair continuously ranked probability score (CRPS) for...
FairRps
Fair Ranked Probability Score for ensemble forecasts.
FairRpsDiff
Calculate average score differences for competing ensemble...
FairRpss
Calculate fair ranked probability skill score for competing...
FairScoreDiff
Calculate average score differences for competing ensemble...
FairSkillScore
Calculate Fair Brier skill score or continous ranked...
FitAkdParameters
Fit parameters for affine kernel dressing
GaussCrps
Continuously ranked probability score (CRPS) for...
GaussCrpsDecomposition
Decomposition of the continuously ranked probability score...
GaussCrpsDiff
Calculate average score differences for competing...
GaussCrpss
Calculate CRPSS for competing Gaussian probabilistic...
GenerateToyData
Generate toy data for ensemble verification.
GetDensity
Calculate density and integrated density function of a...
PlotDressedEns
Plot a series forecast distributions of dressed ensembles
PlotRankhist
Plotting function for rank histograms
Preprocess
Preprocess data for use with SpecsVerification.
Rankhist
Rank histogram for ensemble forecasts
ReliabilityDiagram
Reliability diagram for probability forecasts
SpecsVerification
Verification routines for the SPECS FP7 project
TestRankhist
Statistical tests for rank histograms

Files in this package

SpecsVerification
SpecsVerification/src
SpecsVerification/src/Makevars
SpecsVerification/src/dresscrps.c
SpecsVerification/NAMESPACE
SpecsVerification/R
SpecsVerification/R/GaussCrpss.R
SpecsVerification/R/DressIgn.R
SpecsVerification/R/Preprocess.R
SpecsVerification/R/EnsCrps.R
SpecsVerification/R/EnsRpss.R
SpecsVerification/R/FairRpss.R
SpecsVerification/R/DressEnsemble.R
SpecsVerification/R/EnsCrpsDiff.R
SpecsVerification/R/Detrend.R
SpecsVerification/R/DressCrpsDiff.R
SpecsVerification/R/EnsRps.R
SpecsVerification/R/EnsBrierDiff.R
SpecsVerification/R/BrierScoreDecomposition.R
SpecsVerification/R/DressIgnSs.R
SpecsVerification/R/GaussCrps.R
SpecsVerification/R/ClimEns.R
SpecsVerification/R/GenerateToyData.R
SpecsVerification/R/PlotDressedEns.R
SpecsVerification/R/GetDensity.R
SpecsVerification/R/PlotRankhist.R
SpecsVerification/R/EnsRpsDiff.R
SpecsVerification/R/GaussCrpsDecomposition.R
SpecsVerification/R/FitAkdParameters.R
SpecsVerification/R/FairBrierDiff.R
SpecsVerification/R/FairCrps.R
SpecsVerification/R/EnsBrierSs.R
SpecsVerification/R/FairCrpss.R
SpecsVerification/R/TestRankhist.R
SpecsVerification/R/ReliabilityDiagram.R
SpecsVerification/R/Rankhist.R
SpecsVerification/R/FairBrierSs.R
SpecsVerification/R/FairRps.R
SpecsVerification/R/DressCrpss.R
SpecsVerification/R/Corr.R
SpecsVerification/R/CorrDiff.R
SpecsVerification/R/EnsCrpss.R
SpecsVerification/R/FairCrpsDiff.R
SpecsVerification/R/EnsBrier.R
SpecsVerification/R/FairRpsDiff.R
SpecsVerification/R/GaussCrpsDiff.R
SpecsVerification/R/DressIgnDiff.R
SpecsVerification/R/DressCrps.R
SpecsVerification/R/FairBrier.R
SpecsVerification/MD5
SpecsVerification/DESCRIPTION
SpecsVerification/man
SpecsVerification/man/FairRps.Rd
SpecsVerification/man/GaussCrpss.Rd
SpecsVerification/man/FairRpss.Rd
SpecsVerification/man/EnsRpss.Rd
SpecsVerification/man/BrierScoreDecomposition.Rd
SpecsVerification/man/DressCrpss.Rd
SpecsVerification/man/CorrDiff.Rd
SpecsVerification/man/Rankhist.Rd
SpecsVerification/man/DressCrps.Rd
SpecsVerification/man/FairRpsDiff.Rd
SpecsVerification/man/GaussCrps.Rd
SpecsVerification/man/PlotDressedEns.Rd
SpecsVerification/man/TestRankhist.Rd
SpecsVerification/man/FairScoreDiff.Rd
SpecsVerification/man/EnsRps.Rd
SpecsVerification/man/FairSkillScore.Rd
SpecsVerification/man/EnsCrps.Rd
SpecsVerification/man/EnsRpsDiff.Rd
SpecsVerification/man/DressEnsemble.Rd
SpecsVerification/man/ClimEns.Rd
SpecsVerification/man/EnsSkillScore.Rd
SpecsVerification/man/Detrend.Rd
SpecsVerification/man/PlotRankhist.Rd
SpecsVerification/man/FairBrier.Rd
SpecsVerification/man/GenerateToyData.Rd
SpecsVerification/man/FairCrps.Rd
SpecsVerification/man/DressCrpsDiff.Rd
SpecsVerification/man/Corr.Rd
SpecsVerification/man/FitAkdParameters.Rd
SpecsVerification/man/SpecsVerification.Rd
SpecsVerification/man/DressIgnSs.Rd
SpecsVerification/man/GaussCrpsDiff.Rd
SpecsVerification/man/GaussCrpsDecomposition.Rd
SpecsVerification/man/Preprocess.Rd
SpecsVerification/man/ReliabilityDiagram.Rd
SpecsVerification/man/EnsBrier.Rd
SpecsVerification/man/EnsScoreDiff.Rd
SpecsVerification/man/GetDensity.Rd