SpecsVerification0.5-3 package

Statistical tests for rank histograms

Calculate the absolute error between forecast and observation

Calculate area under the ROC curve (AUC) for a forecast and its verify...

Calculate AUC and its sampling standard deviation (Internal C++ implem...

Calculate difference between areas under the ROC curve (AUC) between a...

Calculate AUC difference AUC(fcst,obs) - AUC(fcst_ref, obs) of two f...

Brier Score decomposition

Construct a climatological ensemble from a vector of observations.

Calculate correlation between forecasts and observations, and assess u...

Calculate correlation difference between a forecast and a reference fo...

Auxiliary function for removing trends and mean from observation vecto...

Calculate the Continuous Ranked Probability Score (CRPS) for a mixture...

Dress CRPS

Calculate DressCrps Difference (deprecated, use function ScoreDiff ins...

Calculate DressCrps Skill Score (deprecated, use function SkillScore i...

Transform an ensemble forecast to a continuous forecast distribution b...

Calculate the Logarithmic (Ignorance) Score for a mixture of Normal di...

Calculate DressIgn Difference (deprecated, use function ScoreDiff inst...

Calculate the ensemble-adjusted Brier Score

Calculate EnsBrier Difference (deprecated, use function ScoreDiff inst...

Calculate EnsBrier Skill Score (deprecated, use function SkillScore in...

Correlation skill analysis for ensemble forecasts

Calculate the ensemble-adjusted Continuous Ranked Probability Score (C...

CRPS for ensemble forecasts (C++ implementation)

Calculate EnsCrps Difference (deprecated, use function ScoreDiff inste...

Calculate EnsCrps Skill Score (deprecated, use function SkillScore ins...

Calculate the ensemble-adjusted Quadratic Score (QS) for categorical f...

Calculate the ensemble-adjusted Ranked Probability Score (RPS) for cat...

Calculate EnsRps Difference (deprecated, use function ScoreDiff instea...

Calculate EnsRps Skill Score (deprecated, use function SkillScore inst...

Calculate FairBrier Difference (deprecated, use function ScoreDiff ins...

Calculate FairBrier Skill Score (deprecated, use function SkillScore i...

Calculate FairCrps Difference (deprecated, use function ScoreDiff inst...

Calculate FairCrps Skill Score (deprecated, use function SkillScore in...

Calculate FairRps Difference (deprecated, use function ScoreDiff inste...

Calculate FairRps Skill Score (deprecated, use function SkillScore ins...

Fit the 5 parameters used for affine kernel dressing by minimum CRPS e...

Calculate the Continuous Ranked Probability Score (CRPS) for forecasts...

Calculate GaussCrps Difference (deprecated, use function ScoreDiff ins...

Calculate GaussCrps Skill Score (deprecated, use function SkillScore i...

Generate artificial data for ensemble verification using a signal-plus...

Calculate density and integrated density function of a dressed ensembl...

Plot a series forecast distributions of dressed ensembles

Plotting function for rank histograms

Rank histogram for ensemble forecasts

Reliability diagram for probability forecasts

Calculate average score difference and assess uncertainty

Calculate a skill score and assess uncertainty.

SpecsVerification - Forecast verification routines

Calculate the squared error between forecast and observation