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Calculating Confidence Intervals for Prediction Error in Microarray Classification Using Resampling

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Publication:2863958
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DOI10.2202/1544-6115.1322zbMath1276.62076OpenAlexW1992991918WikidataQ53034960 ScholiaQ53034960MaRDI QIDQ2863958

Wenyu Jiang, Sudhir Varma, Richard M. Simon

Publication date: 5 December 2013

Published in: Statistical Applications in Genetics and Molecular Biology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2202/1544-6115.1322


zbMATH Keywords

bootstrapprediction errorresamplingcross-validationconfidence intervalclass predictionmicroarray study


Mathematics Subject Classification ID

Parametric tolerance and confidence regions (62F25) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric tolerance and confidence regions (62G15) Bootstrap, jackknife and other resampling methods (62F40)


Related Items (3)

On the asymptotic behaviour of the variance estimator of a \(U\)-statistic ⋮ Estimation of predictive performance in high-dimensional data settings using learning curves ⋮ A method for constructing a confidence bound for the actual error rate of a prediction rule in high dimensions




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