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verification (version 1.32)
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
1.32
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
April 13th, 2012
Functions in verification (1.32)
Search functions
measurement.error
Skill score with measurement error.
brier
Brier Score
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
lookup
Lookup table for crps.circ.
crps
Continuous Ranked Probability Score
roc.area
Area under curve (AUC) calculation for Response Operating Characteristic curve.
roc.plot
Relative operating characteristic curve.
table.stats
Verification statistics for a 2 by 2 Contingency Table
verify
Verification function
conditional.quantile
Conditional Quantile Plot
observation.error
Observation Error
analysis.dat
Spatial Observation Dataset.
leps
Linear Error in Probability Space (LEPS)
pop
Probability of precipitation (pop) data.
lines.verify
Add lines to ROC or attribute diagrams
rcrv
Reduced centered random variable
value
Forecast Value Function
prob.frcs.dat
Probablisitic Forecast Dataset.
crps.circ
CRPS Statistics for circular data
disc.dat
Discrimination plot dataset.
precip.ensemble
An ensemble of precipitation forecasts
rps
Ranked Probability Score
performance.diagram
Performance Diagram
IS
Alternative Intensity Scale Function
discrimination.plot
Discrimination plot
int.scale.verify
Intensity-Scale Verification Model
verify-internal
Verification internal and secondary functions
fss
Fractional Skill Score
forecast.dat
Forecast forecast dataset.
attribute
Attribute plot
multi.cont
Multiple Contingency Table Statistics
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.
plot.int.scale
Plot Intensity Scale Objects.
table.stats.boot
Percentile bootstrap for 2 by 2 table
reliability.plot
Reliability Plot