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0.5-3
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install.packages('SpecsVerification')
Monthly Downloads
2,406
Version
0.5-3
License
GPL (>= 2)
Maintainer
Stefan Siegert
Last Published
February 26th, 2020
Functions in SpecsVerification (0.5-3)
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FairCrpsDiff
Calculate FairCrps Difference (deprecated, use function ScoreDiff instead)
PlotDressedEns
Plot a series forecast distributions of dressed ensembles
GetDensity
Calculate density and integrated density function of a dressed ensemble forecast at a matrix of values
GaussCrps
Calculate the Continuous Ranked Probability Score (CRPS) for forecasts issued as Normal distributions
dresscrps_cpp
Dress CRPS
enscrps_cpp
CRPS for ensemble forecasts (C++ implementation)
EnsRps
Calculate the ensemble-adjusted Ranked Probability Score (RPS) for categorical forecasts
EnsBrierSs
Calculate EnsBrier Skill Score (deprecated, use function SkillScore instead)
CorrDiff
Calculate correlation difference between a forecast and a reference forecast, and assess uncertainty
Corr
Calculate correlation between forecasts and observations, and assess uncertainty
Detrend
Auxiliary function for removing trends and mean from observation vector or ensemble matrix.
AbsErr
Calculate the absolute error between forecast and observation
EnsQs
Calculate the ensemble-adjusted Quadratic Score (QS) for categorical forecasts
EnsCorr
Correlation skill analysis for ensemble forecasts
Auc
Calculate area under the ROC curve (AUC) for a forecast and its verifying binary observation, and estimate the variance of the AUC
FairRpss
Calculate FairRps Skill Score (deprecated, use function SkillScore instead)
FairBrierDiff
Calculate FairBrier Difference (deprecated, use function ScoreDiff instead)
EnsBrier
Calculate the ensemble-adjusted Brier Score
FitAkdParameters
Fit the 5 parameters used for affine kernel dressing by minimum CRPS estimation.
EnsBrierDiff
Calculate EnsBrier Difference (deprecated, use function ScoreDiff instead)
DressCrps
Calculate the Continuous Ranked Probability Score (CRPS) for a mixture of Normal distributions, for example generated by ensemble dressing
FairCrpss
Calculate FairCrps Skill Score (deprecated, use function SkillScore instead)
FairRpsDiff
Calculate FairRps Difference (deprecated, use function ScoreDiff instead)
DressIgn
Calculate the Logarithmic (Ignorance) Score for a mixture of Normal distributions, for example generated by ensemble dressing
TestRankhist
Statistical tests for rank histograms
GaussCrpsDiff
Calculate GaussCrps Difference (deprecated, use function ScoreDiff instead)
SqErr
Calculate the squared error between forecast and observation
auc_cpp
Calculate AUC and its sampling standard deviation (Internal C++ implementation)
ClimEns
Construct a climatological ensemble from a vector of observations.
aucdiff_cpp
Calculate AUC difference `AUC(fcst,obs) - AUC(fcst_ref, obs)` of two forecasts for the same observations, and the sampling standard deviation of the AUC difference (Internal C++ implementation)
DressCrpsDiff
Calculate DressCrps Difference (deprecated, use function ScoreDiff instead)
DressIgnDiff
Calculate DressIgn Difference (deprecated, use function ScoreDiff instead)
GenerateToyData
Generate artificial data for ensemble verification using a signal-plus-noise model
EnsCrps
Calculate the ensemble-adjusted Continuous Ranked Probability Score (CRPS)
Rankhist
Rank histogram for ensemble forecasts
GaussCrpss
Calculate GaussCrps Skill Score (deprecated, use function SkillScore instead)
EnsRpss
Calculate EnsRps Skill Score (deprecated, use function SkillScore instead)
eurotempforecast
Seasonal ensemble forecast of European average summer temperature
EnsCrpsDiff
Calculate EnsCrps Difference (deprecated, use function ScoreDiff instead)
SkillScore
Calculate a skill score and assess uncertainty.
SpecsVerification
SpecsVerification - Forecast verification routines
EnsRpsDiff
Calculate EnsRps Difference (deprecated, use function ScoreDiff instead)
ScoreDiff
Calculate average score difference and assess uncertainty
PlotRankhist
Plotting function for rank histograms
ReliabilityDiagram
Reliability diagram for probability forecasts
AucDiff
Calculate difference between areas under the ROC curve (AUC) between a forecast and a reference forecast for the same observation, and estimate the variance of the AUC difference
BrierDecomp
Brier Score decomposition
DressCrpss
Calculate DressCrps Skill Score (deprecated, use function SkillScore instead)
EnsCrpss
Calculate EnsCrps Skill Score (deprecated, use function SkillScore instead)
FairBrierSs
Calculate FairBrier Skill Score (deprecated, use function SkillScore instead)
DressEnsemble
Transform an ensemble forecast to a continuous forecast distribution by kernel dressing.