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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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Version

Install

install.packages('verification')

Monthly Downloads

1,940

Version

1.32

License

GPL (>= 2)

Maintainer

Eric Gilleland

Last Published

April 13th, 2012

Functions in verification (1.32)

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