SpecsVerification: Forecast Verification Routines for Ensemble Forecasts of Weather and Climate
Version 0.5-2

A collection of forecast verification routines developed for the SPECS FP7 project. The emphasis is on comparative verification of ensemble forecasts of weather and climate.

AuthorStefan Siegert [aut, cre], Jonas Bhend [ctb], Igor Kroener [ctb], Matteo De Felice [ctb]
Date of publication2017-03-07 00:31:00
MaintainerStefan Siegert <s.siegert@exeter.ac.uk>
LicenseGPL (>= 2)
Version0.5-2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("SpecsVerification")

Popular man pages

Auc: Calculate area under the ROC curve (AUC) for a forecast and...
DressCrps: Calculate the Continuous Ranked Probability Score (CRPS) for...
DressCrpss: Calculate DressCrps Skill Score (deprecated, use function...
EnsCrps: Calculate the ensemble-adjusted Continuous Ranked Probability...
FitAkdParameters: Fit the 5 parameters used for affine kernel dressing by...
PlotRankhist: Plotting function for rank histograms
Rankhist: Rank histogram for ensemble forecasts
See all...

All man pages Function index File listing

Man pages

AbsErr: Calculate the absolute error between forecast and observation
Auc: Calculate area under the ROC curve (AUC) for a forecast and...
auc_cpp: Calculate AUC and its sampling standard deviation (Internal...
AucDiff: Calculate difference between areas under the ROC curve (AUC)...
aucdiff_cpp: Calculate AUC difference 'AUC(fcst,obs) - AUC(fcst_ref, obs)'...
BrierDecomp: Brier Score decomposition
ClimEns: Construct a climatological ensemble from a vector of...
Corr: Calculate correlation between forecasts and observations, and...
CorrDiff: Calculate correlation difference between a forecast and a...
Detrend: Auxiliary function for removing trends and mean from...
DressCrps: Calculate the Continuous Ranked Probability Score (CRPS) for...
dresscrps_cpp: Dress CRPS
DressCrpsDiff: Calculate DressCrps Difference (deprecated, use function...
DressCrpss: Calculate DressCrps Skill Score (deprecated, use function...
DressEnsemble: Transform an ensemble forecast to a continuous forecast...
DressIgn: Calculate the Logarithmic (Ignorance) Score for a mixture of...
DressIgnDiff: Calculate DressIgn Difference (deprecated, use function...
EnsBrier: Calculate the ensemble-adjusted Brier Score
EnsBrierDiff: Calculate EnsBrier Difference (deprecated, use function...
EnsBrierSs: Calculate EnsBrier Skill Score (deprecated, use function...
EnsCrps: Calculate the ensemble-adjusted Continuous Ranked Probability...
enscrps_cpp: CRPS for ensemble forecasts (C++ implementation)
EnsCrpsDiff: Calculate EnsCrps Difference (deprecated, use function...
EnsCrpss: Calculate EnsCrps Skill Score (deprecated, use function...
EnsQs: Calculate the ensemble-adjusted Quadratic Score (QS) for...
EnsRps: Calculate the ensemble-adjusted Ranked Probability Score...
EnsRpsDiff: Calculate EnsRps Difference (deprecated, use function...
EnsRpss: Calculate EnsRps Skill Score (deprecated, use function...
eurotempforecast: Seasonal ensemble forecast of European average summer...
FairBrierDiff: Calculate FairBrier Difference (deprecated, use function...
FairBrierSs: Calculate FairBrier Skill Score (deprecated, use function...
FairCrpsDiff: Calculate FairCrps Difference (deprecated, use function...
FairCrpss: Calculate FairCrps Skill Score (deprecated, use function...
FairRpsDiff: Calculate FairRps Difference (deprecated, use function...
FairRpss: Calculate FairRps Skill Score (deprecated, use function...
FitAkdParameters: Fit the 5 parameters used for affine kernel dressing by...
GaussCrps: Calculate the Continuous Ranked Probability Score (CRPS) for...
GaussCrpsDiff: Calculate GaussCrps Difference (deprecated, use function...
GaussCrpss: Calculate GaussCrps Skill Score (deprecated, use function...
GenerateToyData: Generate artificial data for ensemble verification using a...
GetDensity: Calculate density and integrated density function of a...
PlotDressedEns: Plot a series forecast distributions of dressed ensembles
PlotRankhist: Plotting function for rank histograms
Rankhist: Rank histogram for ensemble forecasts
ReliabilityDiagram: Reliability diagram for probability forecasts
ScoreDiff: Calculate average score difference and assess uncertainty
SkillScore: Calculate a skill score and assess uncertainty.
SpecsVerification: SpecsVerification - Forecast verification routines
SqErr: Calculate the squared error between forecast and observation
TestRankhist: Statistical tests for rank histograms

Functions

AbsErr Man page Source code
Auc Man page Source code
AucDiff Man page Source code
BrierDecomp Man page Source code
BrierScoreDecomposition Man page
ClimEns Man page Source code
Corr Man page Source code
CorrDiff Man page Source code
Detrend Man page Source code
DressCrps Man page Source code
DressCrpsDiff Man page Source code
DressCrpss Man page Source code
DressEnsemble Man page Source code
DressIgn Man page Source code
DressIgnDiff Man page Source code
EnsBrier Man page Source code
EnsBrierDiff Man page Source code
EnsBrierSs Man page Source code
EnsCrps Man page Source code
EnsCrpsDiff Man page Source code
EnsCrpss Man page Source code
EnsQs Man page Source code
EnsRps Man page Source code
EnsRpsDiff Man page Source code
EnsRpss Man page Source code
FairBrier Man page Source code
FairBrierDiff Man page Source code
FairBrierSs Man page Source code
FairCrps Man page Source code
FairCrpsDiff Man page Source code
FairCrpss Man page Source code
FairQs Man page Source code
FairRps Man page Source code
FairRpsDiff Man page Source code
FairRpss Man page Source code
FitAkdParameters Man page Source code
GaussCrps Man page Source code
GaussCrpsDiff Man page Source code
GaussCrpss Man page Source code
GenerateToyData Man page Source code
GetDensity Man page Source code
PlotDressedEns Man page Source code
PlotRankhist Man page Source code
Rankhist Man page Source code
ReliabilityDiagram Man page Source code
ScoreDiff Man page Source code
SkillScore Man page Source code
SpecsVerification Man page
SpecsVerification-package Man page
SqErr Man page Source code
TestRankhist Man page Source code
auc_cpp Man page Source code
aucdiff_cpp Man page Source code
dresscrps_cpp Man page Source code
ens Man page
ens.bin Man page
ens.cat Man page
enscrps_cpp Man page Source code
eurotempforecast Man page
obs Man page
obs.bin Man page
obs.cat Man page
obs.lag Man page

Files

tests
tests/testthat.R
tests/testthat
tests/testthat/test-values.R
tests/testthat/test-perfect.R
src
src/Makevars
src/dresscrps.cpp
src/auc.cpp
src/auc_diff.cpp
src/native_routine_registration.c
src/RcppExports.cpp
src/enscrps.cpp
NAMESPACE
data
data/eurotempforecast.rda
R
R/DressIgn.R
R/AbsErr.R
R/SkillScore.R
R/EnsCrps.R
R/DressEnsemble.R
R/eurotempforecast.R
R/EnsQs.R
R/Auc.R
R/Detrend.R
R/EnsRps.R
R/ScoreDiff.R
R/SpecsVerification.R
R/GaussCrps.R
R/ClimEns.R
R/GenerateToyData.R
R/PlotDressedEns.R
R/GetDensity.R
R/PlotRankhist.R
R/FitAkdParameters.R
R/RcppExports.R
R/SqErr.R
R/TestRankhist.R
R/ReliabilityDiagram.R
R/Rankhist.R
R/AucDiff.R
R/Corr.R
R/CorrDiff.R
R/EnsBrier.R
R/DressCrps.R
R/BrierDecomp.R
MD5
build
build/partial.rdb
DESCRIPTION
man
man/EnsCrpsDiff.Rd
man/GaussCrpss.Rd
man/FairRpss.Rd
man/EnsRpss.Rd
man/DressCrpss.Rd
man/CorrDiff.Rd
man/Rankhist.Rd
man/FairBrierDiff.Rd
man/EnsBrierSs.Rd
man/FairBrierSs.Rd
man/SqErr.Rd
man/DressCrps.Rd
man/FairRpsDiff.Rd
man/GaussCrps.Rd
man/FairCrpsDiff.Rd
man/aucdiff_cpp.Rd
man/PlotDressedEns.Rd
man/EnsQs.Rd
man/TestRankhist.Rd
man/EnsRps.Rd
man/Auc.Rd
man/EnsCrps.Rd
man/EnsRpsDiff.Rd
man/FairCrpss.Rd
man/auc_cpp.Rd
man/DressEnsemble.Rd
man/ClimEns.Rd
man/Detrend.Rd
man/PlotRankhist.Rd
man/GenerateToyData.Rd
man/BrierDecomp.Rd
man/dresscrps_cpp.Rd
man/ScoreDiff.Rd
man/SkillScore.Rd
man/DressIgn.Rd
man/DressCrpsDiff.Rd
man/AucDiff.Rd
man/Corr.Rd
man/FitAkdParameters.Rd
man/SpecsVerification.Rd
man/GaussCrpsDiff.Rd
man/EnsCrpss.Rd
man/ReliabilityDiagram.Rd
man/AbsErr.Rd
man/EnsBrier.Rd
man/DressIgnDiff.Rd
man/GetDensity.Rd
man/enscrps_cpp.Rd
man/EnsBrierDiff.Rd
man/eurotempforecast.Rd
SpecsVerification documentation built on May 19, 2017, 11:34 a.m.

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