Bayesian Modeling Competitions for the Classroom

Author:

Berg ArthurORCID

Abstract

Three educational and engaging competitions are described for students studying Bayesian statistics. These competitions are designed to help students explore the topics of James-Stein estimation, the German tank problem, and resampling inference. These competitions will inspire students to think creatively, challenge students to develop effective Bayesian models, and motivate students to pursue excellence in competition with their peers. The competition structures can be easily adapted for use in introductory or advanced Bayesian statistics courses.

Publisher

Universidad Nacional de Colombia

Subject

Statistics and Probability

Reference9 articles.

1. Efron, B. (2012), Large-scale inference: empirical Bayes methods for estimation, testing, and prediction, Vol. 1, Cambridge University Press.

2. Efron, B. & Morris, C. (1977), ‘Stein’s paradox in statistics’, Scientific American 236(5), 119–127.

3. Goodman, L. A. (1952), ‘Serial number analysis’, Journal of the American Statis- tical Association 47(260), 622–634.

4. Goodman, L. A. (1954), ‘Some practical techniques in serial number analysis’, Journal of the American Statistical Association 49(265), 97–112.

5. James, W. & Stein, C. (1961), Estimation with quadratic loss, in ‘Proc. Fourth Berkeley Symp. Math. Statist. Prob.’, Vol. 1, pp. 361–379.

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Bayesian Treatment of the German Tank Problem;The Mathematical Intelligencer;2023-06-13

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