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verification (version 1.33)
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
1.33
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
June 22nd, 2012
Functions in verification (1.33)
Search functions
leps
Linear Error in Probability Space (LEPS)
value
Forecast Value Function
roc.plot
Relative operating characteristic curve.
IS
Alternative Intensity Scale Function
conditional.quantile
Conditional Quantile Plot
int.scale.verify
Intensity-Scale Verification Model
precip.ensemble
An ensemble of precipitation forecasts
observation.error
Observation Error
measurement.error
Skill score with measurement error.
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.
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.
lookup
Lookup table for crps.circ.
analysis.dat
Spatial Observation Dataset.
brier
Brier Score
pop
Probability of precipitation (pop) data.
verify-internal
Verification internal and secondary functions
rps
Ranked Probability Score
multi.cont
Multiple Contingency Table Statistics
attribute
Attribute plot
fss
Fractional Skill Score
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
prob.frcs.dat
Probablisitic Forecast Dataset.
discrimination.plot
Discrimination plot
plot.int.scale
Plot Intensity Scale Objects.
rcrv
Reduced centered random variable
crps.circ
CRPS Statistics for circular data
disc.dat
Discrimination plot dataset.
table.stats.boot
Percentile bootstrap for 2 by 2 table
table.stats
Verification statistics for a 2 by 2 Contingency Table
crps
Continuous Ranked Probability Score
performance.diagram
Performance Diagram
reliability.plot
Reliability Plot