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

Author | Stefan Siegert [aut, cre], Jonas Bhend [ctb], Igor Kroener [ctb], Matteo De Felice [ctb] |

Date of publication | 2017-01-21 00:25:46 |

Maintainer | Stefan Siegert <s.siegert@exeter.ac.uk> |

License | GPL (>= 2) |

Version | 0.5-0 |

**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

AbsErr | Man page |

Auc | Man page |

auc_cpp | Man page |

AucDiff | Man page |

aucdiff_cpp | Man page |

BrierDecomp | Man page |

BrierScoreDecomposition | Man page |

ClimEns | Man page |

Corr | Man page |

CorrDiff | Man page |

Detrend | Man page |

DressCrps | Man page |

dresscrps_cpp | Man page |

DressCrpsDiff | Man page |

DressCrpss | Man page |

DressEnsemble | Man page |

DressIgn | Man page |

DressIgnDiff | Man page |

ens | Man page |

ens.bin | Man page |

EnsBrier | Man page |

EnsBrierDiff | Man page |

EnsBrierSs | Man page |

ens.cat | Man page |

EnsCrps | Man page |

enscrps_cpp | Man page |

EnsCrpsDiff | Man page |

EnsCrpss | Man page |

EnsQs | Man page |

EnsRps | Man page |

EnsRpsDiff | Man page |

EnsRpss | Man page |

eurotempforecast | Man page |

FairBrier | Man page |

FairBrierDiff | Man page |

FairBrierSs | Man page |

FairCrps | Man page |

FairCrpsDiff | Man page |

FairCrpss | Man page |

FairQs | Man page |

FairRps | Man page |

FairRpsDiff | Man page |

FairRpss | Man page |

FitAkdParameters | Man page |

GaussCrps | Man page |

GaussCrpsDiff | Man page |

GaussCrpss | Man page |

GenerateToyData | Man page |

GetDensity | Man page |

obs | Man page |

obs.bin | Man page |

obs.cat | Man page |

obs.lag | Man page |

PlotDressedEns | Man page |

PlotRankhist | Man page |

Rankhist | Man page |

ReliabilityDiagram | Man page |

ScoreDiff | Man page |

SkillScore | Man page |

SpecsVerification | Man page |

SpecsVerification-package | Man page |

SqErr | Man page |

TestRankhist | Man page |

SpecsVerification

SpecsVerification/tests

SpecsVerification/tests/testthat.R

SpecsVerification/tests/testthat

SpecsVerification/tests/testthat/test-values.R

SpecsVerification/tests/testthat/test-perfect.R

SpecsVerification/src

SpecsVerification/src/Makevars

SpecsVerification/src/dresscrps.cpp

SpecsVerification/src/auc.cpp

SpecsVerification/src/auc_diff.cpp

SpecsVerification/src/RcppExports.cpp

SpecsVerification/src/enscrps.cpp

SpecsVerification/NAMESPACE

SpecsVerification/data

SpecsVerification/data/eurotempforecast.rda

SpecsVerification/R

SpecsVerification/R/DressIgn.R
SpecsVerification/R/AbsErr.R
SpecsVerification/R/SkillScore.R
SpecsVerification/R/EnsCrps.R
SpecsVerification/R/DressEnsemble.R
SpecsVerification/R/eurotempforecast.R
SpecsVerification/R/EnsQs.R
SpecsVerification/R/Auc.R
SpecsVerification/R/Detrend.R
SpecsVerification/R/EnsRps.R
SpecsVerification/R/ScoreDiff.R
SpecsVerification/R/SpecsVerification.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/FitAkdParameters.R
SpecsVerification/R/RcppExports.R
SpecsVerification/R/SqErr.R
SpecsVerification/R/TestRankhist.R
SpecsVerification/R/ReliabilityDiagram.R
SpecsVerification/R/Rankhist.R
SpecsVerification/R/AucDiff.R
SpecsVerification/R/Corr.R
SpecsVerification/R/CorrDiff.R
SpecsVerification/R/EnsBrier.R
SpecsVerification/R/DressCrps.R
SpecsVerification/R/BrierDecomp.R
SpecsVerification/MD5

SpecsVerification/DESCRIPTION

SpecsVerification/man

SpecsVerification/man/EnsCrpsDiff.Rd
SpecsVerification/man/GaussCrpss.Rd
SpecsVerification/man/FairRpss.Rd
SpecsVerification/man/EnsRpss.Rd
SpecsVerification/man/DressCrpss.Rd
SpecsVerification/man/CorrDiff.Rd
SpecsVerification/man/Rankhist.Rd
SpecsVerification/man/FairBrierDiff.Rd
SpecsVerification/man/EnsBrierSs.Rd
SpecsVerification/man/FairBrierSs.Rd
SpecsVerification/man/SqErr.Rd
SpecsVerification/man/DressCrps.Rd
SpecsVerification/man/FairRpsDiff.Rd
SpecsVerification/man/GaussCrps.Rd
SpecsVerification/man/FairCrpsDiff.Rd
SpecsVerification/man/aucdiff_cpp.Rd
SpecsVerification/man/PlotDressedEns.Rd
SpecsVerification/man/EnsQs.Rd
SpecsVerification/man/TestRankhist.Rd
SpecsVerification/man/EnsRps.Rd
SpecsVerification/man/Auc.Rd
SpecsVerification/man/EnsCrps.Rd
SpecsVerification/man/EnsRpsDiff.Rd
SpecsVerification/man/FairCrpss.Rd
SpecsVerification/man/auc_cpp.Rd
SpecsVerification/man/DressEnsemble.Rd
SpecsVerification/man/ClimEns.Rd
SpecsVerification/man/Detrend.Rd
SpecsVerification/man/PlotRankhist.Rd
SpecsVerification/man/GenerateToyData.Rd
SpecsVerification/man/BrierDecomp.Rd
SpecsVerification/man/dresscrps_cpp.Rd
SpecsVerification/man/ScoreDiff.Rd
SpecsVerification/man/SkillScore.Rd
SpecsVerification/man/DressIgn.Rd
SpecsVerification/man/DressCrpsDiff.Rd
SpecsVerification/man/AucDiff.Rd
SpecsVerification/man/Corr.Rd
SpecsVerification/man/FitAkdParameters.Rd
SpecsVerification/man/SpecsVerification.Rd
SpecsVerification/man/GaussCrpsDiff.Rd
SpecsVerification/man/EnsCrpss.Rd
SpecsVerification/man/ReliabilityDiagram.Rd
SpecsVerification/man/AbsErr.Rd
SpecsVerification/man/EnsBrier.Rd
SpecsVerification/man/DressIgnDiff.Rd
SpecsVerification/man/GetDensity.Rd
SpecsVerification/man/enscrps_cpp.Rd
SpecsVerification/man/EnsBrierDiff.Rd
SpecsVerification/man/eurotempforecast.Rd
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