The Brier score does not evaluate the clinical utility of diagnostic tests or prediction models
Abstract Background A variety of statistics have been proposed as tools to help investigators assess the value of diagnostic tests or prediction models. The Brier score has been recommended on the grounds that it is a proper scoring rule that is affected by both discrimination and calibration. Howev...
Main Authors: | Melissa Assel, Daniel D. Sjoberg, Andrew J. Vickers |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2017-12-01
|
Series: | Diagnostic and Prognostic Research |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s41512-017-0020-3 |
Similar Items
-
Weighted Brier score
decompositions for topically heterogenous forecasting tournaments
by: Edgar C. Merkle, et al.
Published: (2018-03-01) -
The Brier Rule Is not a Good Measure of Epistemic Utility (and Other Useful Facts about Epistemic Betterness)
by: Fallis, Don, et al.
Published: (2015) -
The index of prediction accuracy: an intuitive measure useful for evaluating risk prediction models
by: Michael W. Kattan, et al.
Published: (2018-05-01) -
Der Schnee von morgen. Søren Brier schickt den Informationsbegriff in die semiotische Schmelze.
by: Ben Kaden
Published: (2009-12-01) -
The Matthews Correlation Coefficient (MCC) is More Informative Than Cohen’s Kappa and Brier Score in Binary Classification Assessment
by: Davide Chicco, et al.
Published: (2021-01-01)