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verification (version 1.40)

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

1.40

License

GPL (>= 2)

Maintainer

Eric Gilleland

Last Published

July 9th, 2014

Functions in verification (1.40)

crps

Continuous Ranked Probability Score

quantile2disc

Convert Continuous Forecast Values to Discrete Forecast Values.

leps

Linear Error in Probability Space (LEPS)

roc.plot

Relative operating characteristic curve.

probcont2disc

Converts continuous probability values into binned discrete probability forecasts.

conditional.quantile

Conditional Quantile Plot

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

value

Forecast Value Function

predcomp.test

Time Series Prediction Comparison Test

table.stats.boot

Percentile bootstrap for 2 by 2 table

verify-internal

Verification internal and secondary functions

pop

Probability of precipitation (pop) data.

rps

Ranked Probability Score

brier

Brier Score

disc.dat

Discrimination plot dataset.

check.func

check loss function

rcrv

Reduced centered random variable

fss

Fractional Skill Score

precip.ensemble

An ensemble of precipitation forecasts

Verification function

multi.cont

Multiple Contingency Table Statistics

prob.frcs.dat

Probablisitic Forecast Dataset.

table.stats

Verification statistics for a 2 by 2 Contingency Table

reliability.plot

Reliability Plot

qrel.plot

Quantile Reliability Plot

crpsDecompostion

Decompostion of Continuous Ranked Probability Score

measurement.error

Skill score with measurement error.

lines.verify

Add lines to ROC or attribute diagrams

performance.diagram

Performance Diagram