Asymptotic distribution of ∆AUC, NRIs, and IDI based on theory of U-statistics.
Sign Up to like & getrecommendations! Published in 2017 at "Statistics in medicine"
DOI: 10.1002/sim.7333
Abstract: The change in area under the curve (∆AUC), the integrated discrimination improvement (IDI), and net reclassification index (NRI) are commonly used measures of risk prediction model performance. Some authors have reported good validity of associated… read more here.
Keywords: estimated parameters; distribution auc; auc nris; asymptotic distribution ... See more keywords
The asymptotic distribution of modularity in weighted signed networks.
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DOI: 10.1093/biomet/asaa059
Abstract: Modularity is a popular metric for quantifying the degree of community structure within a network. The distribution of the largest eigenvalue of a network's edge weight or adjacency matrix is well studied and is frequently… read more here.
Keywords: community structure; asymptotic distribution; modularity; distribution modularity ... See more keywords
Asymptotic Distribution of Certain Types of Entropy under the Multinomial Law
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DOI: 10.3390/e25050734
Abstract: Simple Summary We obtain expressions for the asymptotic distributions of the Rényi and Tsallis of order q entropies, and Fisher information when computed on the maximum likelihood estimator of probabilities from multinomial random samples. We… read more here.
Keywords: multinomial law; asymptotic distribution; types entropy; entropy multinomial ... See more keywords