Large-Scale Inference pdf epub mobi txt 电子书 下载 2024


Large-Scale Inference

简体网页||繁体网页
Bradley Efron
Cambridge University Press
2010-8-5
276
GBP 48.00
Hardcover
9780521192491

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


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发表于2024-11-21

Large-Scale Inference epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Large-Scale Inference epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Large-Scale Inference pdf epub mobi txt 电子书 下载 2024



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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.

Large-Scale Inference 下载 mobi epub pdf txt 电子书

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Large-Scale Inference pdf epub mobi txt 电子书 下载
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a collection of his papers without a consistent presentation... weird notations

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讲各种FDR的一本书 不错

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a collection of his papers without a consistent presentation... weird notations

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a collection of his papers without a consistent presentation... weird notations

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讲各种FDR的一本书 不错

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Large-Scale Inference pdf epub mobi txt 电子书 下载 2024


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