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Robust Adjusted Wald Confidence Intervals for a Proportion Based on Ranked-Set Sampling
时间:2025年06月24日 09:55 点击数:

报告人:Yimin Zhang

报告地点:人民大街校区数学与统计学院惟真楼523报告厅

报告时间:2025年06月25日(星期三)10:00-11:00

邀请人:胡江

报告摘要:

Wald confidence intervals for a binomial proportion are known to perform poorly. Adjusted Wald intervals achieve better performance by adding in c successes and c failures (for an appropriate positive constant c) before computing the usual Wald interval. We study the performance of adjusted Wald intervals for a proportion in the context of ranked-set sampling, finding that such intervals outperform the existing intervals in the literature. In the process, we develop new methods for evaluating the performance of confidence intervals for a proportion in the ranked-set sampling context. We describe possible extensions and provide advice on the choice of c.

主讲人简介:

Dr. Yimin Zhang is an associate professor of statistics in Department of Mathematics and Statistics at Villanova University. Her research interests include nonparametric statistics, especially statistical inference based on ranked-set sampling, machine learning and deep learning applications, and multiple hypothesis testing. Her recent collaborative work spans environmental science, sustainability and transportation.

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