verification: Weather Forecast Verification Utilities
Version 1.42

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

AuthorNCAR - Research Applications Laboratory
Date of publication2015-07-15 01:30:51
MaintainerEric Gilleland <ericg@ucar.edu>
LicenseGPL (>= 2)
Version1.42
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("verification")

Popular man pages

check.func: check loss function
crps: Continuous Ranked Probability Score
crpsDecompostion: Decompostion of Continuous Ranked Probability Score
leps: Linear Error in Probability Space (LEPS)
rcrv: Reduced centered random variable
roc.area: Area under curve (AUC) calculation for Response Operating...
roc.plot: Relative operating characteristic curve.
See all...

All man pages Function index File listing

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

Functions

ES.VM.comp1 Man page
ES.VM.comp1.array Man page
ES.VM.comp2 Man page
ES.VM.comp2.array Man page
ORSS.exp Man page Source code
WRSS.exp Man page Source code
angle.dist Man page
approx.comp2 Man page
attribute Man page Source code
attribute.default Man page Source code
attribute.prob.bin Man page Source code
brier Man page
calc.ES.VM.comp1 Man page
check.func Man page Source code
conditional.quantile Man page Source code
crps Man page Source code
crpsDecomposition Man page Source code
crpsFromAlphaBeta Man page Source code Source code
disc.dat Man page
discrimination.plot Man page
dvm2 Man page
exponential Man page Source code
exponentialACV Man page Source code
fss Man page Source code
hg.test Man page Source code
leps Man page Source code
lines.attrib Man page Source code
lines.roc Man page Source code
losserr Man page Source code
matrix.func Man page Source code
measurement.error Man page Source code
multi.cont Man page Source code
observation.error Man page Source code
performance.diagram Man page Source code
plot.cont.cont Man page Source code
plot.prob.bin Man page Source code
pop Man page
pop.convert Man page Source code
precip.ensemble Man page
predcomp.test Man page Source code
prob.frcs.dat Man page
probcont2disc Man page Source code
qrel.plot Man page Source code
qrelPlotDefault Man page Source code
quantile2disc Man page Source code
quantileScore Man page
ranked.hist Man page Source code
rcrv Man page Source code
reliability.plot Man page Source code
reliability.plot.default Man page Source code
reliability.plot.verify Man page Source code
roc.area Man page
roc.int Man page Source code
roc.plot Man page
roc.plot.default Man page
roc.plot.prob.bin Man page Source code
rps Man page Source code
summary.bin.bin Man page Source code
summary.cat.cat Man page Source code
summary.cont.cont Man page Source code
summary.norm.dist.cont Man page Source code
summary.predcomp.test Man page Source code
summary.prob.bin Man page Source code
table.stats Man page Source code
table.stats.boot Man page Source code
value Man page Source code
verify Man page Source code

Files

COPYING
NAMESPACE
data
data/pop.rda
data/precip.ensemble.rda
data/datalist
data/prob.frcs.dat.rda
data/disc.dat.rda
R
R/probcont2disc.R
R/leps.r
R/crpsDecomposition.r
R/roc.plot.default.r
R/rcrv.r
R/reliability.plot.R
R/crpsFromAlphaBeta.R
R/roc.plot.R
R/multi.cont.R
R/plot.prob.bin.R
R/summary.cont.cont.R
R/ranked.hist.R
R/qrelPlotDefault.R
R/predcomptests.R
R/quantileScore.R
R/observation.error.R
R/roc.plot.prob.bin.R
R/summary.cat.cat.R
R/brier.R
R/attribute.R
R/summary.prob.bin.R
R/roc.area.r
R/table.stats.boot.R
R/table.stats.R
R/reliability.plot.default.R
R/hgtest.R
R/conditional.quantile.R
R/roc.int.R
R/value.r
R/qrel.plot.R
R/performance.diagram.R
R/verify.R
R/attribute.default.R
R/reliability.plot.verify.R
R/crps.r
R/fss.R
R/rps.r
R/summary.bin.bin.R
R/discrimination.plot.R
R/plot.cont.cont.R
R/linesADD.R
R/zzz.R
R/attribute.prob.bin.R
R/summary.norm.dist.cont.R
R/measurement.error.R
MD5
DESCRIPTION
man
man/disc.dat.Rd
man/pop.Rd
man/check.func.Rd
man/rps.Rd
man/prob.frcs.dat.Rd
man/table.stats.Rd
man/value.Rd
man/crps.Rd
man/precip.ensemble.Rd
man/observation.error.Rd
man/lines.verify.Rd
man/multi.cont.Rd
man/roc.plot.Rd
man/brier.Rd
man/rcrv.Rd
man/qrel.plot.Rd
man/verify-internal.Rd
man/table.stats.boot.Rd
man/discrimination.plot.Rd
man/fss.Rd
man/reliability.plot.Rd
man/leps.Rd
man/quantileScore.Rd
man/quantile2disc.Rd
man/verify.Rd
man/conditional.quantile.Rd
man/attribute.Rd
man/measurement.error.Rd
man/probcont2disc.Rd
man/roc.area.Rd
man/crpsDecompostion.Rd
man/predcomp.test.Rd
man/performance.diagram.Rd
verification documentation built on May 19, 2017, 12:59 p.m.

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