easyVerification: Ensemble Forecast Verification for Large Data Sets

Set of tools to simplify application of atomic forecast verification metrics for (comparative) verification of ensemble forecasts to large data sets. The forecast metrics are imported from the 'SpecsVerification' package, and additional forecast metrics are provided with this package. Alternatively, new user-defined forecast scores can be implemented using the example scores provided and applied using the functionality of this package.

Author
MeteoSwiss [aut, cph], Jonas Bhend [cre], Jacopo Ripoldi [ctb], Claudia Mignani [ctb], Irina Mahlstein [ctb], Rebecca Hiller [ctb], Christoph Spirig [ctb], Mark Liniger [ctb], Andreas Weigel [ctb], Joaqu'in Bedia Jimenez [ctb], Matteo De Felice [ctb]
Date of publication
2016-09-28 08:34:07
Maintainer
Jonas Bhend <jonas.bhend@meteoswiss.ch>
License
GPL-3
Version
0.3.0
URLs

View on CRAN

Man pages

climFairRpss
Calculate Fair Ranked Probability Skill Score Against...
convert2prob
Convert to Probability / Category Forecast
count2prob
Convert Ensemble Counts to Probabilities
easyVerification
easyVerification.
Ens2AFC
Generalized Discrimination Score
EnsCorr
Correlation with Ensemble Mean
EnsError
Ensemble Mean Error
EnsErrorss
Ensemble Mean Error Skill scores
EnsIgn
Ignorance Score
EnsRoca
Area Under the ROC Curve
EnsRocss
Skill Score for Area under the ROC Curve
EnsSprErr
Spread to Error Ratio
FairSprErr
Fair Spread to Error Ratio
generateRef
Generate Probabilistic Climatological Ensemble Forecast from...
toymodel
Create Example Forecast-Observation Pairs
veriApply
Apply Verification Metrics to Large Datasets
veriUnwrap
Unwrap Arguments and Hand Over to Verification Function
weisheimer
Compute Reliability Categories as in Weisheimer et al. (2014)

Files in this package

easyVerification
easyVerification/inst
easyVerification/inst/doc
easyVerification/inst/doc/ecoms_forecast_verification.pdf
easyVerification/inst/doc/easyVerification.Rmd
easyVerification/inst/doc/ecoms_forecast_verification.pdf.asis
easyVerification/inst/doc/easyVerification.html
easyVerification/tests
easyVerification/tests/testthat.R
easyVerification/tests/testthat
easyVerification/tests/testthat/test_Roc.R
easyVerification/tests/testthat/test_Error.R
easyVerification/tests/testthat/test_Corr.R
easyVerification/tests/testthat/test_convert2prob.R
easyVerification/tests/testthat/test_generateRef.R
easyVerification/tests/testthat/test_veriUnwrap.R
easyVerification/tests/testthat/test_veriApply.R
easyVerification/src
easyVerification/src/EnsRocaCpp.cpp
easyVerification/src/rankEnsCpp.cpp
easyVerification/src/RcppExports.cpp
easyVerification/NAMESPACE
easyVerification/R
easyVerification/R/EnsCorr.R
easyVerification/R/easyVerification.R
easyVerification/R/toymodel.R
easyVerification/R/FairSprErr.R
easyVerification/R/generateRef.R
easyVerification/R/Ens2AFC.R
easyVerification/R/climFairRpss.R
easyVerification/R/veriApply.R
easyVerification/R/count2prob.R
easyVerification/R/EnsRocss.R
easyVerification/R/veriUnwrap.R
easyVerification/R/RcppExports.R
easyVerification/R/EnsSprErr.R
easyVerification/R/EnsIgn.R
easyVerification/R/EnsRoca.R
easyVerification/R/weisheimer.R
easyVerification/R/EnsError.R
easyVerification/R/convert2prob.R
easyVerification/R/EnsErrorss.R
easyVerification/vignettes
easyVerification/vignettes/ecoms_forecast_verification.Rmd
easyVerification/vignettes/easyVerification.Rmd
easyVerification/vignettes/ecoms_forecast_verification.pdf.asis
easyVerification/vignettes/easyVerification.html
easyVerification/README.md
easyVerification/MD5
easyVerification/build
easyVerification/build/vignette.rds
easyVerification/DESCRIPTION
easyVerification/man
easyVerification/man/veriUnwrap.Rd
easyVerification/man/EnsRoca.Rd
easyVerification/man/EnsRocss.Rd
easyVerification/man/easyVerification.Rd
easyVerification/man/EnsError.Rd
easyVerification/man/EnsErrorss.Rd
easyVerification/man/convert2prob.Rd
easyVerification/man/EnsIgn.Rd
easyVerification/man/FairSprErr.Rd
easyVerification/man/EnsCorr.Rd
easyVerification/man/EnsSprErr.Rd
easyVerification/man/generateRef.Rd
easyVerification/man/toymodel.Rd
easyVerification/man/count2prob.Rd
easyVerification/man/climFairRpss.Rd
easyVerification/man/weisheimer.Rd
easyVerification/man/veriApply.Rd
easyVerification/man/Ens2AFC.Rd