The Net Reclassification Index (NRI): A Misleading Measure of Prediction Improvement Even with Independent Test Data Sets
نویسندگان
چکیده
منابع مشابه
Use of Net Reclassification Improvement (NRI) Method Confirms The Utility of Combined Genetic Risk Score to Predict Type 2 Diabetes
BACKGROUND Recent genome-wide association studies (GWAS) identified more than 70 novel loci for type 2 diabetes (T2D), some of which have been widely replicated in Asian populations. In this study, we investigated their individual and combined effects on T2D in a Chinese population. METHODOLOGY We selected 14 single nucleotide polymorphisms (SNPs) in T2D genes relating to beta-cell function v...
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Appropriate quantification of added usefulness offered by new markers included in risk prediction algorithms is a problem of active research and debate. Standard methods, including statistical significance and c statistic are useful but not sufficient. Net reclassification improvement (NRI) offers a simple intuitive way of quantifying improvement offered by new markers and has been gaining popu...
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ژورنال
عنوان ژورنال: Statistics in Biosciences
سال: 2014
ISSN: 1867-1764,1867-1772
DOI: 10.1007/s12561-014-9118-0