A Collection of Scoring Functions for Assessing Point Forecasts


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Documentation for package ‘scoringfunctions’ version 0.0.6

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aerr_sf Absolute error scoring function
aperr_sf Absolute percentage error scoring function
bmedian_sf beta-median scoring function
bregman1_sf Bregman scoring function (type 1)
bregman2_sf Bregman scoring function (type 2, Patton scoring function)
bregman3_sf Bregman scoring function (type 3, QLIKE scoring function)
bregman4_sf Bregman scoring function (type 4, Patton scoring function)
capping_function Capping function
expectile_sf Asymmetric piecewise quadratic scoring function (expectile scoring function)
ghuber_sf Generalized Huber scoring function
gpl1_sf Generalized piecewise linear scoring function (type 1)
gpl2_sf Generalized piecewise linear scoring function (type 2)
huber_sf Huber scoring function
maelog_sf MAE-LOG scoring function
maesd_sf MAE-SD scoring function
obsweighted_sf Observation-weighted scoring function
quantile_sf Asymmetric piecewise linear scoring function (quantile scoring function)
relerr_sf Relative error scoring function (MAE-PROP scoring function)
serr_sf Squared error scoring function
sperr_sf Squared percentage error scoring function
srelerr_sf Squared relative error scoring function