Package: verification 1.42

verification: Weather Forecast Verification Utilities

Utilities for verifying discrete, continuous and probabilistic forecasts, and forecasts expressed as parametric distributions are included.

Authors:NCAR - Research Applications Laboratory

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verification.pdf |verification.html✨
verification/json (API)

# Install 'verification' in R:
install.packages('verification', repos = c('https://ericgilleland.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

55 exports 3 stars 3.19 score 11 dependencies 8 dependents 11 mentions 430 scripts 1.7k downloads

Last updated 9 years agofrom:32e864afca. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 28 2024
R-4.5-winNOTEAug 28 2024
R-4.5-linuxNOTEAug 28 2024
R-4.4-winNOTEAug 28 2024
R-4.4-macNOTEAug 28 2024
R-4.3-winNOTEAug 28 2024
R-4.3-macNOTEAug 28 2024

Exports:attributeattribute.defaultattribute.prob.binbriercheck.funcconditional.quantilecrpscrpsDecompositioncrpsFromAlphaBetadiscrimination.plotexponentialexponentialACVfsshg.testlepslines.attriblines.roclosserrmatrix.funcmeasurement.errormulti.contobservation.errorORSS.expperformance.diagramplot.cont.contplot.prob.binpop.convertpredcomp.testprobcont2discqrel.plotqrelPlotDefaultquantile2discquantileScoreranked.histrcrvreliability.plotreliability.plot.defaultreliability.plot.verifyroc.arearoc.introc.plotroc.plot.defaultroc.plot.prob.binrpssummary.bin.binsummary.cat.catsummary.cont.contsummary.norm.dist.contsummary.predcomp.testsummary.prob.bintable.statstable.stats.bootvalueverifyWRSS.exp

Dependencies:bootCircStatsdotCall64dtwfieldsmapsMASSproxyRcppspamviridisLite

Readme and manuals

Help Manual

Help pageTopics
Attribute plotattribute attribute.default attribute.prob.bin
Brier Scorebrier
check loss functioncheck.func
Conditional Quantile Plotconditional.quantile
Continuous Ranked Probability Scorecrps
Decompostion of Continuous Ranked Probability ScorecrpsDecomposition crpsFromAlphaBeta
Discrimination plot dataset.disc.dat
Discrimination plotdiscrimination.plot
Fractional Skill Scorefss
Linear Error in Probability Space (LEPS)leps
Add lines to ROC or attribute diagramslines.attrib lines.roc
Skill score with measurement error.measurement.error
Multiple Contingency Table Statisticsmulti.cont
Observation Errorobservation.error
Performance Diagramperformance.diagram
Probability of precipitation (pop) data.pop
An ensemble of precipitation forecastsprecip.ensemble
Time Series Prediction Comparison TestexponentialACV losserr predcomp.test summary.predcomp.test
Probablisitic Forecast Dataset.prob.frcs.dat
Converts continuous probability values into binned discrete probability forecasts.probcont2disc
Quantile Reliability Plotqrel.plot
Convert Continuous Forecast Values to Discrete Forecast Values.quantile2disc
Quantile ScorequantileScore
Reduced centered random variablercrv
Reliability Plotreliability.plot reliability.plot.default reliability.plot.verify
Area under curve (AUC) calculation for Response Operating Characteristic curve.roc.area
Relative operating characteristic curve.roc.plot roc.plot.default roc.plot.prob.bin
Ranked Probability Scorerps
Verification statistics for a 2 by 2 Contingency Tabletable.stats
Percentile bootstrap for 2 by 2 tabletable.stats.boot
Forecast Value Functionvalue
Verification functionverify