Discrimination slope and integrated discrimination improvement - properties, relationships and impact of calibration-Reference-Cited by-同舟云学术

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Discrimination slope and integrated discrimination improvement - properties, relationships and impact of calibration

Published:2016-10-03 Issue:28 Volume:36 Page:4482-4490
ISSN:0277-6715
Container-title:Statistics in Medicine
language:en
Short-container-title:Statist. Med.

Author:

Pencina Michael J.¹,Fine Jason P.²,D'Agostino Ralph B.³

Affiliation:

1. Duke Clinical Research Institute; 2400 Pratt St, Rm. 7024 Durham NC 27710 U.S.A.

2. University of North Carolina at Chapel Hill; 3103B McGavran-Greenberg Hall, CB #7420 Chapel Hill NC 27599 U.S.A.

3. Boston University; 111 Cummington Mall Boston MA 02215 U.S.A.

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Link

http://onlinelibrary.wiley.com/wol1/doi/10.1002/sim.7139/fullpdf

Reference20 articles.

1. External correspondence: decompositions of the mean probability score;Yates;Organizational Behaviour and Human Performance,1982

2. Coefficients of determination in logistic regression models - a new proposal: the coefficient of discrimination;Tjur;American Statistician,2009

3. Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond;Pencina;Statistics in Medicine,2008

4. Net reclassification improvement and integrated discrimination improvement require calibrated models: relevance from a marker and model perspective;Leening;Statistics in Medicine,2014

5. A note on the evaluation of novel biomarkers: do not rely on integrated discrimination improvement and net reclassification index;Hilden;Statistics in Medicine,2014

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