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verification (version 1.09)

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

1.09

License

GPL Version 2 or later.

Maintainer

Matt Pocernich

Last Published

August 21st, 2025

Functions in verification (1.09)

conditional.quantile

Conditional Quantile Plot
forecast.dat

Forecast forecast dataset.
verify-internal

Verification internal and secondary functions
value

Forecast Value Function
observation.error

Observation Error
lookup

Lookup table for crps.circ.
multi.cont

Multiple Contingency Table Statistics
plot.int.scale

Plot Intensity Scale Objects.
brier

Brier Score
verify

Verification function
crps.circ

CRPS Statistics for circular data
reliability.plot

Reliability Plot
attribute

Attribute plot
leps

Linear Error in Probability Space (LEPS)
measurement.error

Skill score with measurement error.
prob.frcs.dat

Probablisitic Forecast Dataset.
roc.area

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

Discrimination plot
crps

Continuous Ranked Probability Score
roc.plot

Relative operating characteristic curve.
analysis.dat

Spatial Observation Dataset.
int.scale.verify

Intensity-Scale Verification Model
probcont2disc

Converts continuous probability values into binned discrete probability forecasts.