scoring: Proper Scoring Rules

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Evaluating probabilistic forecasts via proper scoring rules. scoring implements the beta, power, and pseudospherical families of proper scoring rules, along with ordered versions of the latter two families. Included among these families are popular rules like the Brier (quadratic) score, logarithmic score, and spherical score. For two-alternative forecasts, also includes functionality for plotting scores that one would obtain under specific scoring rules.

Author
Ed Merkle
Date of publication
2016-01-22 20:06:54
Maintainer
Ed Merkle <merklee@missouri.edu>
License
GPL-2
Version
0.6

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Man pages

brierscore
Calculate Brier Scores And Decompositions
calcscore
Calculate Scores Under A Specific Rule
logscore
Calculate Logarithmic Scores
plotscore
Plot a Two-Alternative Scoring Rule
scoring.internal
Internal scoring objects
sphscore
Calculate Spherical Scores
WeatherProbs
Three-category weather forecasts
WorldEvents
Forecasts of world events

Files in this package

scoring/DESCRIPTION
scoring/NAMESPACE
scoring/NEWS
scoring/R
scoring/R/brierscore.R
scoring/R/calcscore.R
scoring/R/fams.R
scoring/R/logscore.R
scoring/R/plotscore.R
scoring/R/scalescores.R
scoring/R/scoreitems.R
scoring/R/sphscore.R
scoring/data
scoring/data/WeatherProbs.rda
scoring/data/WorldEvents.rda
scoring/inst
scoring/inst/CITATION
scoring/man
scoring/man/WeatherProbs.Rd
scoring/man/WorldEvents.Rd
scoring/man/brierscore.Rd
scoring/man/calcscore.Rd
scoring/man/logscore.Rd
scoring/man/plotscore.Rd
scoring/man/scoring.internal.Rd
scoring/man/sphscore.Rd
scoring/tests
scoring/tests/run-all.R
scoring/tests/testthat
scoring/tests/testthat/test-01-binary.R
scoring/tests/testthat/test-02-multi.R