bride: Brier score decomposition of probabilistic forecasts for binary events

Decomposes the empirical Brier score into reliability, resolution and uncertainty. Two different estimators for the components are provided: The original estimators proposed by Murphy (1974), and the bias-corrected estimators proposed by Ferro and Fricker (2012). Sampling variances of all the components are estimated. This package applies only to probabilistic predictions of binary events.

Getting started

Package details

AuthorStefan Siegert
MaintainerStefan Siegert <stefan_siegert@gmx.de>
LicenseGPL-2
Version1.3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("bride")

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bride documentation built on May 29, 2017, 5:41 p.m.