Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction 豆 0.0分

资源最后更新于 2020-09-05 22:00:07

作者：Bradley Efron

出版社：Cambridge University Press

出版日期：2010-01

ISBN：9780521192491

文件格式： pdf

标签： 机器学习 Statistics 统计学习 large-scale Bayesian 人工智能 计算机科学 算法

简介· · · · · ·

We live in a new age for statistical inference, where modern scientific technology such as microarrays and fMRI machines routinely produce thousands and sometimes millions of parallel data sets, each with its own estimation or testing problem. Doing thousands of problems at once is more than repeated application of classical methods. Taking an empirical Bayes approach, Bradley ...