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verification (version 1.42)

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

1.42

License

GPL (>= 2)

Maintainer

Eric Gilleland

Last Published

July 15th, 2015

Functions in verification (1.42)

table.stats.boot

Percentile bootstrap for 2 by 2 table

verify-internal

Verification internal and secondary functions

crps

Continuous Ranked Probability Score

conditional.quantile

Conditional Quantile Plot

precip.ensemble

An ensemble of precipitation forecasts

qrel.plot

Quantile Reliability Plot

reliability.plot

Reliability Plot

fss

Fractional Skill Score

performance.diagram

Performance Diagram

pop

Probability of precipitation (pop) data.

quantile2disc

Convert Continuous Forecast Values to Discrete Forecast Values.

observation.error

Observation Error

measurement.error

Skill score with measurement error.

leps

Linear Error in Probability Space (LEPS)

rps

Ranked Probability Score

table.stats

Verification statistics for a 2 by 2 Contingency Table

multi.cont

Multiple Contingency Table Statistics

Probablisitic Forecast Dataset.

roc.area

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

verify

Verification function

lines.verify

Add lines to ROC or attribute diagrams

disc.dat

Discrimination plot dataset.

discrimination.plot

Discrimination plot

value

Forecast Value Function

predcomp.test

Time Series Prediction Comparison Test

crpsDecompostion

Decompostion of Continuous Ranked Probability Score

probcont2disc

Converts continuous probability values into binned discrete probability forecasts.

rcrv

Reduced centered random variable

roc.plot

Relative operating characteristic curve.