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verification (version 1.40)
Weather Forecast Verification Utilities.
Description
This package contains utilities for verification of discrete,continuous, probabilistic forecasts and forecast expressed as parametric distributions.
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Install
install.packages('verification')
Monthly Downloads
1,464
Version
1.40
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
July 9th, 2014
Functions in verification (1.40)
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crps
Continuous Ranked Probability Score
quantile2disc
Convert Continuous Forecast Values to Discrete Forecast Values.
leps
Linear Error in Probability Space (LEPS)
roc.plot
Relative operating characteristic curve.
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.
conditional.quantile
Conditional Quantile Plot
quantileScore
Quantile Score
discrimination.plot
Discrimination plot
roc.area
Area under curve (AUC) calculation for Response Operating Characteristic curve.
value
Forecast Value Function
predcomp.test
Time Series Prediction Comparison Test
table.stats.boot
Percentile bootstrap for 2 by 2 table
verify-internal
Verification internal and secondary functions
pop
Probability of precipitation (pop) data.
rps
Ranked Probability Score
brier
Brier Score
disc.dat
Discrimination plot dataset.
check.func
check loss function
rcrv
Reduced centered random variable
fss
Fractional Skill Score
precip.ensemble
An ensemble of precipitation forecasts
observation.error
Observation Error
attribute
Attribute plot
verify
Verification function
multi.cont
Multiple Contingency Table Statistics
prob.frcs.dat
Probablisitic Forecast Dataset.
table.stats
Verification statistics for a 2 by 2 Contingency Table
reliability.plot
Reliability Plot
qrel.plot
Quantile Reliability Plot
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
measurement.error
Skill score with measurement error.
lines.verify
Add lines to ROC or attribute diagrams
performance.diagram
Performance Diagram