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extremeIndex (version 0.0.3)

Forecast Verification for Extreme Events

Description

An index measuring the amount of information brought by forecasts for extreme events, subject to calibration, is computed. This index is originally designed for weather or climate forecasts, but it may be used in other forecasting contexts. This is the implementation of the index in Taillardat et al. (2019) .

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Version

Install

install.packages('extremeIndex')

Monthly Downloads

233

Version

0.0.3

License

GPL-3

Maintainer

Maxime Taillardat

Last Published

November 24th, 2021

Functions in extremeIndex (0.0.3)

crps

Observations of 6-h rainfall amount with CRPS values of 3 calibrated ensemble forecasts for one lead time across France.
indexfore

Function for computing the index for a forecast system vs. climatological forecast. You must provide an indexclim object.
choosethres

Function for heuristically choosing the domain where extreme value theory can be applied
indexclim

Function which computes the index for the climatological CRPS/MAE. You must provide the observations. If you computes climatological CRPS/MAE previously, you can add the corresponding vector
index.plot

Function which plots the index for differents forecasts sharing the same observations