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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.

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Version

Install

install.packages('verification')

Monthly Downloads

1,940

Version

1.36

License

GPL (>= 2)

Maintainer

Eric Gilleland

Last Published

December 18th, 2013

Functions in verification (1.36)

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