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Activity Number:
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346
- Recent Advances in Nonparametric Statistical Methods
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Type:
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Contributed
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Date/Time:
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Tuesday, July 31, 2018 : 10:30 AM to 12:20 PM
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Sponsor:
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Section on Nonparametric Statistics
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Abstract #328486
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Presentation
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Title:
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Adjusted Empirical Likelihood Based Inference for ROC Curves
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Author(s):
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Haiyan Su*
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Companies:
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Montclair State University
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Keywords:
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adjusted empirical likelihood;
ROC curve;
bootstrap
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Abstract:
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We propose an adjusted empirical likelihood (AEL) based confidence interval for receiver operating characteristic curves which are based on a continuous-scale test. The AEL based approach is simply implemented, and computationally efficient. The results from the simulation studies indicate that the finite-sample numerical performance slightly outperforms the exisiting methods. Real data is analyzed by using the proposed method and the existing bootstrap-based method.
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Authors who are presenting talks have a * after their name.
