First things first: risk model performance metrics should reflect the clinical application

Assessing the Clinical Impact of Risk Prediction Models With Decision Curves: Guidance for Correct Interpretation and Appropriate Use

(2016) Kathleen F. Kerr et al.   JOURNAL OF CLINICAL ONCOLOGY

Net reclassification index at event rate: properties and relationships

(2016) Michael J. Pencina et al.   STATISTICS IN MEDICINE

Does the Net Reclassification Improvement Help Us Evaluate Models and Markers?

(2014) Andrew J. Vickers et al.   ANNALS OF INTERNAL MEDICINE

Commentary

(2014) Jørgen Hilden   EPIDEMIOLOGY

Net Risk Reclassification P Values: Valid or Misleading?

(2014) Margaret S. Pepe et al.   JNCI-Journal of the National Cancer Institute

Assessing the Value of Risk Predictions by Using Risk Stratification Tables

(2013) Holly Janes et al.   ANNALS OF INTERNAL MEDICINE

Net Reclassification Indices for Evaluating Risk Prediction Instruments

(2013) Kathleen F. Kerr et al.   EPIDEMIOLOGY

When does combining markers improve classification performance and what are implications for practice?

(2013) Aasthaa Bansal et al.   STATISTICS IN MEDICINE

A note on the evaluation of novel biomarkers: do not rely on integrated discrimination improvement and net reclassification index

(2013) Jørgen Hilden et al.   STATISTICS IN MEDICINE

Testing for improvement in prediction model performance

(2013) Margaret Sullivan Pepe et al.   STATISTICS IN MEDICINE

Further Insight Into the Incremental Value of New Markers: The Interpretation of Performance Measures and the Importance of Clinical Context

(2012) K. F. Kerr et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Misuse of DeLong test to compare AUCs for nested models

(2012) Olga V. Demler et al.   STATISTICS IN MEDICINE

Problems With Risk Reclassification Methods for Evaluating Prediction Models

(2011) M. S. Pepe   AMERICAN JOURNAL OF EPIDEMIOLOGY

One statistical test is sufficient for assessing new predictive markers

(2011) Andrew J Vickers et al.   BMC Medical Research Methodology

Using relative utility curves to evaluate risk prediction

(2009) Stuart G. Baker et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY