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verification (version 1.34)
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
1.34
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
July 11th, 2012
Functions in verification (1.34)
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multi.cont
Multiple Contingency Table Statistics
observation.error
Observation Error
crps.circ
CRPS Statistics for circular data
conditional.quantile
Conditional Quantile Plot
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
roc.plot
Relative operating characteristic curve.
reliability.plot
Reliability Plot
lookup
Lookup table for crps.circ.
brier
Brier Score
rcrv
Reduced centered random variable
roc.area
Area under curve (AUC) calculation for Response Operating Characteristic curve.
pop
Probability of precipitation (pop) data.
value
Forecast Value Function
precip.ensemble
An ensemble of precipitation forecasts
table.stats
Verification statistics for a 2 by 2 Contingency Table
plot.int.scale
Plot Intensity Scale Objects.
prob.frcs.dat
Probablisitic Forecast Dataset.
IS
Alternative Intensity Scale Function
lines.verify
Add lines to ROC or attribute diagrams
verify-internal
Verification internal and secondary functions
crps
Continuous Ranked Probability Score
attribute
Attribute plot
measurement.error
Skill score with measurement error.
table.stats.boot
Percentile bootstrap for 2 by 2 table
performance.diagram
Performance Diagram
forecast.dat
Forecast forecast dataset.
verify
Verification function
rps
Ranked Probability Score
int.scale.verify
Intensity-Scale Verification Model
analysis.dat
Spatial Observation Dataset.
fss
Fractional Skill Score
leps
Linear Error in Probability Space (LEPS)
disc.dat
Discrimination plot dataset.
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.
discrimination.plot
Discrimination plot