Principles of Statistical Analysis (CUP)

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Principles of Statistical Analysis   
作者：Ery Arias-Castro

出版社 ‏ : ‎ Cambridge University Press; 第 New 版 (2022年8月25日)
语言 ‏ : ‎ 英语
平装 ‏ : ‎ 408页
ISBN-10 ‏ : ‎ 1108747442
ISBN-13 ‏ : ‎ 978-1108747448



This compact course is written for the mathematically literate reader who wants to learn to analyze data in a principled fashion. The language of mathematics enables clear exposition that can go quite deep, quite quickly, and naturally supports an axiomatic and inductive approach to data analysis. Starting with a good grounding in probability, the reader moves to statistical inference via topics of great practical importance – simulation and sampling, as well as experimental design and data collection – that are typically displaced from introductory accounts. The core of the book then covers both standard methods and such advanced topics as multiple testing, meta-analysis, and causal inference.


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关键词：Statistical Principles statistica principle statistic

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