verification: Weather Forecast Verification Utilities

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

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

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