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verification (version 1.44)
Weather Forecast Verification Utilities
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
1,811
Version
1.44
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
November 28th, 2024
Functions in verification (1.44)
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rps
Ranked Probability Score
roc.area
Area under curve (AUC) calculation for Response Operating Characteristic curve.
prob.frcs.dat
Probablisitic Forecast Dataset.
discrimination.plot
Discrimination plot
multi.cont
Multiple Contingency Table Statistics
crps
Continuous Ranked Probability Score
measurement.error
Skill score with measurement error.
predcomp.test
Time Series Prediction Comparison Test
leps
Linear Error in Probability Space (LEPS)
quantile2disc
Convert Continuous Forecast Values to Discrete Forecast Values.
observation.error
Observation Error
performance.diagram
Performance Diagram
quantileScore
Quantile Score
table.stats
Verification statistics for a 2 by 2 Contingency Table
lines.verify
Add lines to ROC or attribute diagrams
roc.plot
Relative operating characteristic curve.
verify-internal
Verification internal and secondary functions
verify
Verification function
pop
Probability of precipitation (pop) data.
qrel.plot
Quantile Reliability Plot
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
rcrv
Reduced centered random variable
table.stats.boot
Percentile bootstrap for 2 by 2 table
precip.ensemble
An ensemble of precipitation forecasts
value
Forecast Value Function
reliability.plot
Reliability Plot
fss
Fractional Skill Score
conditional.quantile
Conditional Quantile Plot
check.func
check loss function
attribute
Attribute plot
disc.dat
Discrimination plot dataset.
hg.test
Hering-Genton Statistic
brier
Brier Score
