# Weather Forecast Verification Utilities

## Documentation for package ‘verification’ version 1.42

- DESCRIPTION file.

## Help Pages

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
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