Essentials of Statistical Inference 在线电子书 图书标签: 统计进阶 统计理论 统计推断 统计学 Stat
发表于2024-11-08
Essentials of Statistical Inference 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024
很清晰
评分组织略混乱,但简明扼要,但有时又过分简明扼要了……
评分组织略混乱,但简明扼要,但有时又过分简明扼要了……
评分although structured, no recommendation for systematical learning
评分很清晰
Aimed at advanced undergraduate and graduate students in mathematics and related disciplines, this 2005 book presents the concepts and results underlying the Bayesian, frequentist and Fisherian approaches, with particular emphasis on the contrasts between them. Computational ideas are explained, as well as basic mathematical theory. Written in a lucid and informal style, this concise text provides both basic material on the main approaches to inference, as well as more advanced material on developments in statistical theory, including: material on Bayesian computation, such as MCMC, higher-order likelihood theory, predictive inference, bootstrap methods and conditional inference. It contains numerous extended examples of the application of formal inference techniques to real data, as well as historical commentary on the development of the subject. Throughout, the text concentrates on concepts, rather than mathematical detail, while maintaining appropriate levels of formality. Each chapter ends with a set of accessible problems.
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Essentials of Statistical Inference 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024