verification: Weather Forecast Verification Utilities

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

Author
NCAR - Research Applications Laboratory
Date of publication
2015-07-15 01:30:51
Maintainer
Eric Gilleland <ericg@ucar.edu>
License
GPL (>= 2)
Version
1.42

View on CRAN

Man pages

attribute
Attribute plot
brier
Brier Score
check.func
check loss function
conditional.quantile
Conditional Quantile Plot
crps
Continuous Ranked Probability Score
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
disc.dat
Discrimination plot dataset.
discrimination.plot
Discrimination plot
fss
Fractional Skill Score
leps
Linear Error in Probability Space (LEPS)
lines.verify
Add lines to ROC or attribute diagrams
measurement.error
Skill score with measurement error.
multi.cont
Multiple Contingency Table Statistics
observation.error
Observation Error
performance.diagram
Performance Diagram
pop
Probability of precipitation (pop) data.
precip.ensemble
An ensemble of precipitation forecasts
predcomp.test
Time Series Prediction Comparison Test
probcont2disc
Converts continuous probability values into binned discrete...
prob.frcs.dat
Probablisitic Forecast Dataset.
qrel.plot
Quantile Reliability Plot
quantile2disc
Convert Continuous Forecast Values to Discrete Forecast...
quantileScore
Quantile Score
rcrv
Reduced centered random variable
reliability.plot
Reliability Plot
roc.area
Area under curve (AUC) calculation for Response Operating...
roc.plot
Relative operating characteristic curve.
rps
Ranked Probability Score
table.stats
Verification statistics for a 2 by 2 Contingency Table
table.stats.boot
Percentile bootstrap for 2 by 2 table
value
Forecast Value Function
verify
Verification function
verify-internal
Verification internal and secondary functions

Files in this package

verification
verification/COPYING
verification/NAMESPACE
verification/data
verification/data/pop.rda
verification/data/precip.ensemble.rda
verification/data/datalist
verification/data/prob.frcs.dat.rda
verification/data/disc.dat.rda
verification/R
verification/R/probcont2disc.R
verification/R/leps.r
verification/R/crpsDecomposition.r
verification/R/roc.plot.default.r
verification/R/rcrv.r
verification/R/reliability.plot.R
verification/R/crpsFromAlphaBeta.R
verification/R/roc.plot.R
verification/R/multi.cont.R
verification/R/plot.prob.bin.R
verification/R/summary.cont.cont.R
verification/R/ranked.hist.R
verification/R/qrelPlotDefault.R
verification/R/predcomptests.R
verification/R/quantileScore.R
verification/R/observation.error.R
verification/R/roc.plot.prob.bin.R
verification/R/summary.cat.cat.R
verification/R/brier.R
verification/R/attribute.R
verification/R/summary.prob.bin.R
verification/R/roc.area.r
verification/R/table.stats.boot.R
verification/R/table.stats.R
verification/R/reliability.plot.default.R
verification/R/hgtest.R
verification/R/conditional.quantile.R
verification/R/roc.int.R
verification/R/value.r
verification/R/qrel.plot.R
verification/R/performance.diagram.R
verification/R/verify.R
verification/R/attribute.default.R
verification/R/reliability.plot.verify.R
verification/R/crps.r
verification/R/fss.R
verification/R/rps.r
verification/R/summary.bin.bin.R
verification/R/discrimination.plot.R
verification/R/plot.cont.cont.R
verification/R/linesADD.R
verification/R/zzz.R
verification/R/attribute.prob.bin.R
verification/R/summary.norm.dist.cont.R
verification/R/measurement.error.R
verification/MD5
verification/DESCRIPTION
verification/man
verification/man/disc.dat.Rd
verification/man/pop.Rd
verification/man/check.func.Rd
verification/man/rps.Rd
verification/man/prob.frcs.dat.Rd
verification/man/table.stats.Rd
verification/man/value.Rd
verification/man/crps.Rd
verification/man/precip.ensemble.Rd
verification/man/observation.error.Rd
verification/man/lines.verify.Rd
verification/man/multi.cont.Rd
verification/man/roc.plot.Rd
verification/man/brier.Rd
verification/man/rcrv.Rd
verification/man/qrel.plot.Rd
verification/man/verify-internal.Rd
verification/man/table.stats.boot.Rd
verification/man/discrimination.plot.Rd
verification/man/fss.Rd
verification/man/reliability.plot.Rd
verification/man/leps.Rd
verification/man/quantileScore.Rd
verification/man/quantile2disc.Rd
verification/man/verify.Rd
verification/man/conditional.quantile.Rd
verification/man/attribute.Rd
verification/man/measurement.error.Rd
verification/man/probcont2disc.Rd
verification/man/roc.area.Rd
verification/man/crpsDecompostion.Rd
verification/man/predcomp.test.Rd
verification/man/performance.diagram.Rd