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verification (version 1.45)
Weather Forecast Verification
Description
Utilities for verifying discrete, continuous and probabilistic forecasts, and forecasts expressed as parametric distributions are included.
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Install
install.packages('verification')
Monthly Downloads
1,174
Version
1.45
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
August 21st, 2025
Functions in verification (1.45)
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quantile2disc
Convert Continuous Forecast Values to Discrete Forecast Values.
rcrv
Reduced centered random variable
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.
prob.frcs.dat
Probablisitic Forecast Dataset.
reliability.plot
Reliability Plot
predcomp.test
Time Series Prediction Comparison Test
qrel.plot
Quantile Reliability Plot
table.stats.boot
Percentile bootstrap for 2 by 2 table
value
Forecast Value Function
table.stats
Verification statistics for a 2 by 2 Contingency Table
verify
Verification function
quantileScore
Quantile Score
roc.plot
Relative operating characteristic curve.
verify-internal
Verification internal and secondary functions
roc.area
Area under curve (AUC) calculation for Response Operating Characteristic curve.
rps
Ranked Probability Score
disc.dat
Discrimination plot dataset.
pdpropper
Power Divergence Test for Equal of Given Proportions
fss
Fractional Skill Score
crps
Continuous Ranked Probability Score
check.func
check loss function
conditional.quantile
Conditional Quantile Plot
measurement.error
Skill score with measurement error.
leps
Linear Error in Probability Space (LEPS)
hg.test
Hering-Genton Statistic
attribute
Attribute plot
multi.cont
Multiple Contingency Table Statistics
performance.diagram
Performance Diagram
lines.verify
Add lines to ROC or attribute diagrams
pop
Probability of precipitation (pop) data.
discrimination.plot
Discrimination plot
brier
Brier Score
observation.error
Observation Error
precip.ensemble
An ensemble of precipitation forecasts
powerdiverger
Power-Divergence Statistic
crpsDecompostion
Decompostion of Continuous Ranked Probability Score