DressCrps: Calculate the Continuous Ranked Probability Score (CRPS) for...
In sieste/SpecsVerification: Forecast Verification Routines for Ensemble Forecasts of Weather and Climate
Description
Usage
Arguments
Value
References
See Also
Examples
Description
Calculate the Continuous Ranked Probability Score (CRPS) for a mixture of Normal distributions, for example generated by ensemble dressing
Usage
1
Arguments
dressed.ens
a list with elements 'ens', a N*R matrix representing N time instances of kernel centers, and 'ker.wd', a N*R matrix with corresponding kernel standard deviations. See function 'DressEnsemble'
obs
a numeric vector of length N with real-valued observations
Value
numeric vector of length N with the CRPS values
References
Grimit et al (2006): The continuous ranked probability score for circular variables and its application to mesoscale forecast ensemble verification. Q.J.R. Meteorol. Soc. doi: 10.1256/qj.05.235
See Also
EnsCrps, ScoreDiff, SkillScore
Examples
1
2
3
data(eurotempforecast)
dressed.ens <- DressEnsemble(ens)
mean(DressCrps(dressed.ens, obs))
sieste/SpecsVerification documentation built on May 29, 2019, 9:59 p.m.
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Description Usage Arguments Value References See Also Examples
Description
Calculate the Continuous Ranked Probability Score (CRPS) for a mixture of Normal distributions, for example generated by ensemble dressing
Usage
1 |
Arguments
dressed.ens |
a list with elements 'ens', a N*R matrix representing N time instances of kernel centers, and 'ker.wd', a N*R matrix with corresponding kernel standard deviations. See function 'DressEnsemble' |
obs |
a numeric vector of length N with real-valued observations |
Value
numeric vector of length N with the CRPS values
References
Grimit et al (2006): The continuous ranked probability score for circular variables and its application to mesoscale forecast ensemble verification. Q.J.R. Meteorol. Soc. doi: 10.1256/qj.05.235
See Also
EnsCrps, ScoreDiff, SkillScore
Examples
1 2 3 | data(eurotempforecast)
dressed.ens <- DressEnsemble(ens)
mean(DressCrps(dressed.ens, obs))
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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