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verification (version 1.37)
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
1,622
Version
1.37
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
April 2nd, 2014
Functions in verification (1.37)
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conditional.quantile
Conditional Quantile Plot
crps
Continuous Ranked Probability Score
brier
Brier Score
value
Forecast Value Function
predcomp.test
Time Series Prediction Comparison Test
pop
Probability of precipitation (pop) data.
measurement.error
Skill score with measurement error.
fss
Fractional Skill Score
quantile2disc
Convert Continuous Forecast Values to Discrete Forecast Values.
attribute
Attribute plot
leps
Linear Error in Probability Space (LEPS)
lines.verify
Add lines to ROC or attribute diagrams
qrel.plot
Quantile Reliability Plot
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.
precip.ensemble
An ensemble of precipitation forecasts
rps
Ranked Probability Score
roc.area
Area under curve (AUC) calculation for Response Operating Characteristic curve.
check.func
check loss function
verify
Verification function
verify-internal
Verification internal and secondary functions
table.stats.boot
Percentile bootstrap for 2 by 2 table
performance.diagram
Performance Diagram
prob.frcs.dat
Probablisitic Forecast Dataset.
table.stats
Verification statistics for a 2 by 2 Contingency Table
reliability.plot
Reliability Plot
observation.error
Observation Error
discrimination.plot
Discrimination plot
quantileScore
Quantile Score
multi.cont
Multiple Contingency Table Statistics
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
rcrv
Reduced centered random variable
roc.plot
Relative operating characteristic curve.
disc.dat
Discrimination plot dataset.