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verification (version 1.35)
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
1.35
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
October 2nd, 2012
Functions in verification (1.35)
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observation.error
Observation Error
rcrv
Reduced centered random variable
roc.plot
Relative operating characteristic curve.
analysis.dat
Spatial Observation Dataset.
int.scale.verify
Intensity-Scale Verification Model
crps
Continuous Ranked Probability Score
multi.cont
Multiple Contingency Table Statistics
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
table.stats.boot
Percentile bootstrap for 2 by 2 table
lookup
Lookup table for crps.circ.
conditional.quantile
Conditional Quantile Plot
fss
Fractional Skill Score
IS
Alternative Intensity Scale Function
disc.dat
Discrimination plot dataset.
table.stats
Verification statistics for a 2 by 2 Contingency Table
prob.frcs.dat
Probablisitic Forecast Dataset.
pop
Probability of precipitation (pop) data.
attribute
Attribute plot
leps
Linear Error in Probability Space (LEPS)
plot.int.scale
Plot Intensity Scale Objects.
precip.ensemble
An ensemble of precipitation forecasts
discrimination.plot
Discrimination plot
value
Forecast Value Function
measurement.error
Skill score with measurement error.
performance.diagram
Performance Diagram
roc.area
Area under curve (AUC) calculation for Response Operating Characteristic curve.
verify
Verification function
lines.verify
Add lines to ROC or attribute diagrams
forecast.dat
Forecast forecast dataset.
reliability.plot
Reliability Plot
brier
Brier Score
verify-internal
Verification internal and secondary functions
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.
crps.circ
CRPS Statistics for circular data
rps
Ranked Probability Score