图书标签: Statistics 方法学 美国 机器学习 数学 专业参考书 Lurdes_Inoue Inference
发表于2024-11-25
Decision Theory pdf epub mobi txt 电子书 下载 2024
Decision theory provides a formal framework for making logical choices in the face of uncertainty. Given a set of alternatives, a set of consequences, and a correspondence between those sets, decision theory offers conceptually simple procedures for choice. This book presents an overview of the fundamental concepts and outcomes of rational decision making under uncertainty, highlighting the implications for statistical practice.
The authors have developed a series of self contained chapters focusing on bridging the gaps between the different fields that have contributed to rational decision making and presenting ideas in a unified framework and notation while respecting and highlighting the different and sometimes conflicting perspectives.
This book:
* Provides a rich collection of techniques and procedures.
* Discusses the foundational aspects and modern day practice.
* Links foundations to practical applications in biostatistics, computer science, engineering and economics.
* Presents different perspectives and controversies to encourage readers to form their own opinion of decision making and statistics.
Decision Theory is fundamental to all scientific disciplines, including biostatistics, computer science, economics and engineering. Anyone interested in the whys and wherefores of statistical science will find much to enjoy in this book.
只看了part1和part2。如序中所述,只需要很简单的数学。是一个比较易读的书。但很好的是它给出了一些很当代的延伸阅读参考文献(也很精准)。这是很不错的。
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评分统计学家写的书
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Decision Theory pdf epub mobi txt 电子书 下载 2024