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verification (version 1.37)

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

1.37

License

GPL (>= 2)

Maintainer

Eric Gilleland

Last Published

April 2nd, 2014

Functions in verification (1.37)

conditional.quantile

Conditional Quantile Plot

crps

Continuous Ranked Probability Score

brier

Brier Score

value

Forecast Value Function

predcomp.test

Time Series Prediction Comparison Test

pop

Probability of precipitation (pop) data.

measurement.error

Skill score with measurement error.

fss

Fractional Skill Score

quantile2disc

Convert Continuous Forecast Values to Discrete Forecast Values.

attribute

Attribute plot

leps

Linear Error in Probability Space (LEPS)

lines.verify

Add lines to ROC or attribute diagrams

qrel.plot

Quantile Reliability Plot

probcont2disc

Converts continuous probability values into binned discrete probability forecasts.

precip.ensemble

An ensemble of precipitation forecasts

rps

Ranked Probability Score

roc.area

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

check.func

check loss function

verify

Verification function

verify-internal

Verification internal and secondary functions

table.stats.boot

Percentile bootstrap for 2 by 2 table

performance.diagram

Performance Diagram

prob.frcs.dat

Probablisitic Forecast Dataset.

table.stats

Verification statistics for a 2 by 2 Contingency Table

Multiple Contingency Table Statistics

crpsDecompostion

Decompostion of Continuous Ranked Probability Score

rcrv

Reduced centered random variable

roc.plot

Relative operating characteristic curve.

disc.dat

Discrimination plot dataset.