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verification (version 1.38)

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

1.38

License

GPL (>= 2)

Maintainer

Eric Gilleland

Last Published

April 24th, 2014

Functions in verification (1.38)

conditional.quantile

Conditional Quantile Plot

roc.area

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

quantile2disc

Convert Continuous Forecast Values to Discrete Forecast Values.

crps

Continuous Ranked Probability Score

check.func

check loss function

roc.plot

Relative operating characteristic curve.

observation.error

Observation Error

precip.ensemble

An ensemble of precipitation forecasts

performance.diagram

Performance Diagram

leps

Linear Error in Probability Space (LEPS)

verify-internal

Verification internal and secondary functions

fss

Fractional Skill Score

predcomp.test

Time Series Prediction Comparison Test

brier

Brier Score

pop

Probability of precipitation (pop) data.

discrimination.plot

Discrimination plot

rps

Ranked Probability Score

lines.verify

Add lines to ROC or attribute diagrams

crpsDecompostion

Decompostion of Continuous Ranked Probability Score

value

Forecast Value Function

prob.frcs.dat

Probablisitic Forecast Dataset.

quantileScore

Quantile Score

table.stats

Verification statistics for a 2 by 2 Contingency Table

disc.dat

Discrimination plot dataset.

attribute

Attribute plot

multi.cont

Multiple Contingency Table Statistics

reliability.plot

Reliability Plot

probcont2disc

Converts continuous probability values into binned discrete probability forecasts.

qrel.plot

Quantile Reliability Plot

table.stats.boot

Percentile bootstrap for 2 by 2 table

measurement.error

Skill score with measurement error.

verify

Verification function

rcrv

Reduced centered random variable