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verification (version 1.41)

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

1.41

License

GPL (>= 2)

Maintainer

Eric Gilleland

Last Published

December 24th, 2014

Functions in verification (1.41)

value

Forecast Value Function

discrimination.plot

Discrimination plot

precip.ensemble

An ensemble of precipitation forecasts

lines.verify

Add lines to ROC or attribute diagrams

brier

Brier Score

leps

Linear Error in Probability Space (LEPS)

Time Series Prediction Comparison Test

conditional.quantile

Conditional Quantile Plot

attribute

Attribute plot

crps

Continuous Ranked Probability Score

disc.dat

Discrimination plot dataset.

quantile2disc

Convert Continuous Forecast Values to Discrete Forecast Values.

measurement.error

Skill score with measurement error.

prob.frcs.dat

Probablisitic Forecast Dataset.

roc.plot

Relative operating characteristic curve.

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

qrel.plot

Quantile Reliability Plot

crpsDecompostion

Decompostion of Continuous Ranked Probability Score

pop

Probability of precipitation (pop) data.

rps

Ranked Probability Score

fss

Fractional Skill Score

table.stats

Verification statistics for a 2 by 2 Contingency Table

verify

Verification function

table.stats.boot

Percentile bootstrap for 2 by 2 table

multi.cont

Multiple Contingency Table Statistics

rcrv

Reduced centered random variable

verify-internal

Verification internal and secondary functions

probcont2disc

Converts continuous probability values into binned discrete probability forecasts.