RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (1.42) of this package.
Take me there.
verification (version 1.36)
Weather Forecast Verification Utilities.
Description
This package contains utilities for verification of discrete,continuous, probabilistic forecasts and forecast expressed as parametric distributions.
Copy Link
Copy
Link to current version
Version
Version
1.42
1.41
1.40
1.39
1.38
1.37
1.36
1.35
1.34
1.33
1.32
1.31
1.30
1.29
1.26
1.20
1.14
1.12
1.09
1.08
1.06
1.02
1.01
Down Chevron
Install
install.packages('verification')
Monthly Downloads
1,464
Version
1.36
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
December 18th, 2013
Functions in verification (1.36)
Search functions
conditional.quantile
Conditional Quantile Plot
crpsDecompostion
Decompostion of Continuous Ranked Probability Score
attribute
Attribute plot
leps
Linear Error in Probability Space (LEPS)
int.scale.verify
Intensity-Scale Verification Model
quantileScore
Quantile Score
lines.verify
Add lines to ROC or attribute diagrams
reliability.plot
Reliability Plot
pop
Probability of precipitation (pop) data.
prob.frcs.dat
Probablisitic Forecast Dataset.
measurement.error
Skill score with measurement error.
multi.cont
Multiple Contingency Table Statistics
brier
Brier Score
discrimination.plot
Discrimination plot
observation.error
Observation Error
disc.dat
Discrimination plot dataset.
table.stats.boot
Percentile bootstrap for 2 by 2 table
verify-internal
Verification internal and secondary functions
precip.ensemble
An ensemble of precipitation forecasts
verify
Verification function
analysis.dat
Spatial Observation Dataset.
fss
Fractional Skill Score
rcrv
Reduced centered random variable
crps
Continuous Ranked Probability Score
check.func
check loss function
quantile2disc
Convert Continuous Forecast Values to Discrete Forecast Values.
performance.diagram
Performance Diagram
table.stats
Verification statistics for a 2 by 2 Contingency Table
forecast.dat
Forecast forecast dataset.
plot.int.scale
Plot Intensity Scale Objects.
roc.area
Area under curve (AUC) calculation for Response Operating Characteristic curve.
IS
Alternative Intensity Scale Function
qrel.plot
Quantile Reliability Plot
probcont2disc
Converts continuous probability values into binned discrete probability forecasts.
roc.plot
Relative operating characteristic curve.
rps
Ranked Probability Score
value
Forecast Value Function