Large-Scale Inference
作者:Efron, Bradley
分类:文学
ISBN:9780521192491
出版时间:2010-9
出版社:Cambridge University Press
内容简介
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 Efron, inventor of the bootstrap, shows how information accrues across problems in a way that combines Bayesian and frequentist ideas. Estimation, testing and prediction blend in this framework, producing opportunities for new methodologies of increased power. New difficulties also arise, easily leading to flawed inferences. This book takes a careful look at both the promise and pitfalls of large-scale statistical inference, with particular attention to false discovery rates, the most successful of the new statistical techniques. Emphasis is on the inferential ideas underlying technical developments, illustrated using a large number of real examples.
下载说明
1、Large-Scale Inference是作者Efron, Bradley创作的原创作品,下载链接均为网友上传的网盘链接!
2、相识电子书提供优质免费的txt、pdf等下载链接,所有电子书均为完整版!
下载链接
热门推荐
- 1 独腿旅行者
- 2 人间正道
- 3 野兽必死
- 4 森林中有许多酒
- 5 鲁迅传
- 6 动物园长夫人
- 7 不再努力成为另一个人
- 8 热爱生活的一万个理由
- 9 专家的窘境
- 10 艺术的旅程