Statistical Inference for Engineers and Data Scientists
Statistical Inference for Engineers and Data Scientists
复制标题
工程师和数据科学家的统计推断
DOI：
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发表时间：
2018
期刊：
影响因子：
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通讯作者：
V. Veeravalli
中科院分区：
文献类型：
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作者：
P. Moulin;V. Veeravalli
这本书是一个数学上可访问的和最新的介绍所需的工具，以解决现代推理问题的工程和数据科学，理想的研究生采取课程统计推断和检测和估计，并为研究人员和专业人士的宝贵参考。通过大量的插图和例子来解释理论的关键特征，并与现实世界的应用相联系，探索更高级概念的额外材料，以及测试读者知识的众多章节结束问题，这本教科书是学习统计推断的核心原则及其在工程和数据科学中的应用的“去”指南。受密码保护的解决方案手册和书中的图片库可以在线获得。
This book is a mathematically accessible and up-to-date introduction to the tools needed to address modern inference problems in engineering and data science, ideal for graduate students taking courses on statistical inference and detection and estimation, and an invaluable reference for researchers and professionals. With a wealth of illustrations and examples to explain the key features of the theory and to connect with real-world applications, additional material to explore more advanced concepts, and numerous end-of-chapter problems to test the reader's knowledge, this textbook is the 'go-to' guide for learning about the core principles of statistical inference and its application in engineering and data science. The password-protected solutions manual and the image gallery from the book are available online.