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verification (version 1.38)
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
1.38
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
April 24th, 2014
Functions in verification (1.38)
Search functions
conditional.quantile
Conditional Quantile Plot
roc.area
Area under curve (AUC) calculation for Response Operating Characteristic curve.
quantile2disc
Convert Continuous Forecast Values to Discrete Forecast Values.
crps
Continuous Ranked Probability Score
check.func
check loss function
roc.plot
Relative operating characteristic curve.
observation.error
Observation Error
precip.ensemble
An ensemble of precipitation forecasts
performance.diagram
Performance Diagram
leps
Linear Error in Probability Space (LEPS)
verify-internal
Verification internal and secondary functions
fss
Fractional Skill Score
predcomp.test
Time Series Prediction Comparison Test
brier
Brier Score
pop
Probability of precipitation (pop) data.
discrimination.plot
Discrimination plot
rps
Ranked Probability Score
lines.verify
Add lines to ROC or attribute diagrams
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
value
Forecast Value Function
prob.frcs.dat
Probablisitic Forecast Dataset.
quantileScore
Quantile Score
table.stats
Verification statistics for a 2 by 2 Contingency Table
disc.dat
Discrimination plot dataset.
attribute
Attribute plot
multi.cont
Multiple Contingency Table Statistics
reliability.plot
Reliability Plot
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.
qrel.plot
Quantile Reliability Plot
table.stats.boot
Percentile bootstrap for 2 by 2 table
measurement.error
Skill score with measurement error.
verify
Verification function
rcrv
Reduced centered random variable