Forecast verification utilities.


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Documentation for package ‘verification’ version 1.31

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analysis.dat Spatial Observation Dataset.
attribute Attribute plot
attribute.default Attribute plot
attribute.prob.bin Attribute plot
brier Brier Score
conditional.quantile Conditional Quantile Plot
crps Continuous Ranked Probability Score
crps.circ CRPS Statistics for circular data
crpsDecomposition Decompostion of Continuous Ranked Probability Score
crpsFromAlphaBeta Decompostion of Continuous Ranked Probability Score
disc.dat Discrimination plot dataset.
discrimination.plot Discrimination plot
forecast.dat Forecast forecast dataset.
fss Fractional Skill Score
int.scale.verify Intensity-Scale Verification Model
IS Alternative Intensity Scale Function
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
lookup Lookup table for crps.circ.
measurement.error Skill score with measurement error.
multi.cont Multiple Contingency Table Statistics
observation.error Observation Error
performance.diagram Performance Diagram
plot.int.scale Plot Intensity Scale Objects.
pop Probability of precipitation (pop) data.
precip.ensemble An ensemble of precipitation forecasts
prob.frcs.dat Probablisitic Forecast Dataset.
probcont2disc Converts continuous probability values into binned discrete probability forecasts.
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
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