easyVerification: Ensemble Forecast Verification for Large Data Sets
Version 0.4.2

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.

AuthorMeteoSwiss [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], Stefan Siegert [ctb]
Date of publication2017-05-18 14:50:41 UTC
MaintainerJonas Bhend <jonas.bhend@meteoswiss.ch>
LicenseGPL-3
Version0.4.2
URL http://www.meteoswiss.ch
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("easyVerification")

Getting started

README.md
easyVerification
Verification of seasonal forecasts from the ECOMS User Data Gateway: a worked

Popular man pages

changearg: Change Function Default Arguments
count2prob: Convert Ensemble Counts to Probabilities
Ens2AFC: Generalized Discrimination Score
EnsCorr: Correlation with Ensemble Mean
EnsErrorss: Ensemble Mean Error Skill scores
EnsIgn: Ignorance Score
EnsSprErr: Spread to Error Ratio
See all...

All man pages Function index File listing

Man pages

changearg: Change Function Default Arguments
climFairRpss: Calculate Fair Ranked Probability Skill Score Against...
convert2prob: Convert to Probability / Category Forecast
count2prob: Convert Ensemble Counts to Probabilities
easyVerification: Ensemble Forecast Verification for Large Data Sets
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
EnsSprErr: Spread to Error Ratio
FairSprErr: Fair Spread to Error Ratio
generateRef: Generate Probabilistic Climatological Ensemble Forecast from...
size: Size of Array or Vector
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)

Functions

Ens2AFC Man page Source code
EnsCorr Man page Source code
EnsError Man page Source code
EnsErrorss Man page Source code
EnsIgn Man page Source code
EnsIgnss Man page Man page Source code
EnsMae Man page Source code
EnsMaess Man page Source code
EnsMe Man page Source code
EnsMse Man page Source code
EnsMsess Man page Source code
EnsRmse Man page Source code
EnsRmsess Man page Source code
EnsRoca Man page Source code
EnsRocaCpp Source code
EnsRocss Man page Man page Source code
EnsSprErr Man page Source code
FairSprErr Man page Source code
changearg Man page Source code
climFairRpss Man page Source code
convert2prob Man page Source code
count2prob Man page Source code
easyVerification Man page
easyVerification-package Man page
expandthresh Man page Source code
generateRef Man page Man page Source code
indRef Man page Source code
oldEnsRoca Man page Source code
prob2thresh Man page Man page Source code
rank.ensembles Man page Source code
rankCpp Source code
rankEnsCpp Source code
size Man page Source code
toyarray Man page Man page Source code
toymodel Man page Source code
veriApply Man page Source code
veriUnwrap Man page Source code
weisheimer Man page Source code

Files

inst
inst/doc
inst/doc/ecoms_forecast_verification.pdf
inst/doc/easyVerification.Rmd
inst/doc/ecoms_forecast_verification.pdf.asis
inst/doc/easyVerification.html
tests
tests/testthat.R
tests/testthat
tests/testthat/test_Roc.R
tests/testthat/test_Error.R
tests/testthat/test_Corr.R
tests/testthat/test_convert2prob.R
tests/testthat/test_generateRef.R
tests/testthat/test_veriUnwrap.R
tests/testthat/test_veriApply.R
src
src/EnsRocaCpp.cpp
src/rankEnsCpp.cpp
src/native_routine_registration.c
src/RcppExports.cpp
NAMESPACE
NEWS
R
R/size.R
R/EnsCorr.R
R/easyVerification.R
R/toymodel.R
R/FairSprErr.R
R/generateRef.R
R/Ens2AFC.R
R/climFairRpss.R
R/veriApply.R
R/count2prob.R
R/veriUnwrap.R
R/RcppExports.R
R/EnsSprErr.R
R/EnsIgn.R
R/EnsRoca.R
R/changearg.R
R/weisheimer.R
R/EnsError.R
R/convert2prob.R
R/EnsErrorss.R
vignettes
vignettes/ecoms_forecast_verification.Rmd
vignettes/easyVerification.Rmd
vignettes/ecoms_forecast_verification.pdf.asis
vignettes/easyVerification.html
README.md
MD5
build
build/vignette.rds
DESCRIPTION
man
man/changearg.Rd
man/veriUnwrap.Rd
man/EnsRoca.Rd
man/easyVerification.Rd
man/EnsError.Rd
man/EnsErrorss.Rd
man/convert2prob.Rd
man/EnsIgn.Rd
man/FairSprErr.Rd
man/EnsCorr.Rd
man/EnsSprErr.Rd
man/size.Rd
man/generateRef.Rd
man/toymodel.Rd
man/count2prob.Rd
man/climFairRpss.Rd
man/weisheimer.Rd
man/veriApply.Rd
man/Ens2AFC.Rd
easyVerification documentation built on May 19, 2017, 1:33 p.m.

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