Forecast Verification Routines for Ensemble Forecasts of Weather and Climate

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... |

EnsCorr | Correlation skill analysis for ensemble forecasts |

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 |

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