Weather Forecast Verification Utilities

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Documentation for package ‘verification’ version 1.44

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attribute Attribute plot
attribute.default Attribute plot
attribute.prob.bin Attribute plot
brier Brier Score
check.func check loss function
conditional.quantile Conditional Quantile Plot
crps Continuous Ranked Probability Score
crpsDecomposition Decompostion of Continuous Ranked Probability Score
crpsFromAlphaBeta Decompostion of Continuous Ranked Probability Score
disc.dat Discrimination plot dataset.
discrimination.plot Discrimination plot
exponentialACV Time Series Prediction Comparison Test
fss Fractional Skill Score
hg.test Hering-Genton Statistic
leps Linear Error in Probability Space (LEPS)
lines.attrib Add lines to ROC or attribute diagrams
lines.roc Add lines to ROC or attribute diagrams
losserr Time Series Prediction Comparison Test
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
prob.frcs.dat Probablisitic Forecast Dataset.
probcont2disc Converts continuous probability values into binned discrete probability forecasts.
qrel.plot Quantile Reliability Plot
quantile2disc Convert Continuous Forecast Values to Discrete Forecast Values.
quantileScore Quantile Score
rcrv Reduced centered random variable
reliability.plot Reliability Plot
reliability.plot.default Reliability Plot
reliability.plot.verify Reliability Plot
roc.area Area under curve (AUC) calculation for Response Operating Characteristic curve.
roc.plot Relative operating characteristic curve.
roc.plot.default Relative operating characteristic curve.
roc.plot.prob.bin Relative operating characteristic curve.
rps Ranked Probability Score
summary.predcomp.test Time Series Prediction Comparison Test
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