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verification (version 1.34)

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

1.34

License

GPL (>= 2)

Maintainer

Eric Gilleland

Last Published

July 11th, 2012

Functions in verification (1.34)

multi.cont

Multiple Contingency Table Statistics
observation.error

Observation Error
crps.circ

CRPS Statistics for circular data
conditional.quantile

Conditional Quantile Plot
crpsDecompostion

Decompostion of Continuous Ranked Probability Score
roc.plot

Relative operating characteristic curve.
reliability.plot

Reliability Plot
lookup

Lookup table for crps.circ.
brier

Brier Score
rcrv

Reduced centered random variable
roc.area

Area under curve (AUC) calculation for Response Operating Characteristic curve.
pop

Probability of precipitation (pop) data.
value

Forecast Value Function
precip.ensemble

An ensemble of precipitation forecasts
table.stats

Verification statistics for a 2 by 2 Contingency Table
plot.int.scale

Plot Intensity Scale Objects.
prob.frcs.dat

Probablisitic Forecast Dataset.
IS

Alternative Intensity Scale Function
lines.verify

Add lines to ROC or attribute diagrams
verify-internal

Verification internal and secondary functions
crps

Continuous Ranked Probability Score
attribute

Attribute plot
measurement.error

Skill score with measurement error.
table.stats.boot

Percentile bootstrap for 2 by 2 table
performance.diagram

Performance Diagram
forecast.dat

Forecast forecast dataset.
verify

Verification function
rps

Ranked Probability Score
int.scale.verify

Intensity-Scale Verification Model
analysis.dat

Spatial Observation Dataset.
fss

Fractional Skill Score
leps

Linear Error in Probability Space (LEPS)
disc.dat

Discrimination plot dataset.
probcont2disc

Converts continuous probability values into binned discrete probability forecasts.
discrimination.plot

Discrimination plot