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verification (version 1.41)
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
1.41
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
December 24th, 2014
Functions in verification (1.41)
Search functions
value
Forecast Value Function
discrimination.plot
Discrimination plot
precip.ensemble
An ensemble of precipitation forecasts
lines.verify
Add lines to ROC or attribute diagrams
brier
Brier Score
leps
Linear Error in Probability Space (LEPS)
reliability.plot
Reliability Plot
performance.diagram
Performance Diagram
check.func
check loss function
predcomp.test
Time Series Prediction Comparison Test
conditional.quantile
Conditional Quantile Plot
attribute
Attribute plot
crps
Continuous Ranked Probability Score
disc.dat
Discrimination plot dataset.
quantile2disc
Convert Continuous Forecast Values to Discrete Forecast Values.
measurement.error
Skill score with measurement error.
prob.frcs.dat
Probablisitic Forecast Dataset.
roc.plot
Relative operating characteristic curve.
quantileScore
Quantile Score
observation.error
Observation Error
roc.area
Area under curve (AUC) calculation for Response Operating Characteristic curve.
qrel.plot
Quantile Reliability Plot
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
pop
Probability of precipitation (pop) data.
rps
Ranked Probability Score
fss
Fractional Skill Score
table.stats
Verification statistics for a 2 by 2 Contingency Table
verify
Verification function
table.stats.boot
Percentile bootstrap for 2 by 2 table
multi.cont
Multiple Contingency Table Statistics
rcrv
Reduced centered random variable
verify-internal
Verification internal and secondary functions
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.