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verification (version 1.42)
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
1,464
Version
1.42
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
July 14th, 2015
Functions in verification (1.42)
Search functions
table.stats.boot
Percentile bootstrap for 2 by 2 table
verify-internal
Verification internal and secondary functions
crps
Continuous Ranked Probability Score
conditional.quantile
Conditional Quantile Plot
precip.ensemble
An ensemble of precipitation forecasts
qrel.plot
Quantile Reliability Plot
reliability.plot
Reliability Plot
fss
Fractional Skill Score
performance.diagram
Performance Diagram
pop
Probability of precipitation (pop) data.
quantile2disc
Convert Continuous Forecast Values to Discrete Forecast Values.
observation.error
Observation Error
measurement.error
Skill score with measurement error.
leps
Linear Error in Probability Space (LEPS)
rps
Ranked Probability Score
table.stats
Verification statistics for a 2 by 2 Contingency Table
multi.cont
Multiple Contingency Table Statistics
quantileScore
Quantile Score
brier
Brier Score
check.func
check loss function
attribute
Attribute plot
prob.frcs.dat
Probablisitic Forecast Dataset.
roc.area
Area under curve (AUC) calculation for Response Operating Characteristic curve.
verify
Verification function
lines.verify
Add lines to ROC or attribute diagrams
disc.dat
Discrimination plot dataset.
discrimination.plot
Discrimination plot
value
Forecast Value Function
predcomp.test
Time Series Prediction Comparison Test
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.
rcrv
Reduced centered random variable
roc.plot
Relative operating characteristic curve.