verification (version 1.44)

Weather Forecast Verification Utilities

Description

Utilities for verifying discrete, continuous and probabilistic forecasts, and forecasts expressed as parametric distributions are included.

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Version

Install

install.packages('verification')

Monthly Downloads

1,759

Version

1.44

License

GPL (>= 2)

Maintainer

Eric Gilleland

Last Published

November 28th, 2024

Functions in verification (1.44)

rps

Ranked Probability Score

roc.area

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

prob.frcs.dat

Probablisitic Forecast Dataset.

discrimination.plot

Discrimination plot

multi.cont

Multiple Contingency Table Statistics

crps

Continuous Ranked Probability Score

measurement.error

Skill score with measurement error.

predcomp.test

Time Series Prediction Comparison Test

leps

Linear Error in Probability Space (LEPS)

quantile2disc

Convert Continuous Forecast Values to Discrete Forecast Values.

Verification statistics for a 2 by 2 Contingency Table

lines.verify

Add lines to ROC or attribute diagrams

roc.plot

Relative operating characteristic curve.

verify-internal

Verification internal and secondary functions

verify

Verification function

pop

Probability of precipitation (pop) data.

qrel.plot

Quantile Reliability Plot

probcont2disc

Converts continuous probability values into binned discrete probability forecasts.

crpsDecompostion

Decompostion of Continuous Ranked Probability Score

rcrv

Reduced centered random variable

table.stats.boot

Percentile bootstrap for 2 by 2 table

precip.ensemble

An ensemble of precipitation forecasts

value

Forecast Value Function

reliability.plot

Reliability Plot

fss

Fractional Skill Score

conditional.quantile

Conditional Quantile Plot

Discrimination plot dataset.

hg.test

Hering-Genton Statistic

brier

Brier Score