Fundamentals of Mathematical Statistics
暫譯: 數理統計基礎
Lauritzen, Steffen
- 出版商: CRC
- 出版日期: 2023-04-17
- 售價: $3,520
- 貴賓價: 9.5 折 $3,344
- 語言: 英文
- 頁數: 258
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032223820
- ISBN-13: 9781032223827
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相關分類:
機率統計學 Probability-and-statistics
海外代購書籍(需單獨結帳)
相關主題
商品描述
Fundamentals of Mathematical Statistics is meant for a standard one-semester advanced undergraduate or graduate level course on Mathematical Statistics. It covers all the key topics - statistical models, linear normal models, exponential families, estimation, asymptotics of maximum likelihood, significance testing, and models for tables of counts. It assumes a good background in mathematical analysis, linear algebra, and probability, but includes an appendix with basic results from these areas. Throughout the text, there are numerous examples and graduated exercises that illustrate the topics covered, rendering the book suitable for teaching or self-study.
Features:
- A concise yet rigorous introduction to a one-semester course on mathematical statistics
- Covers all the key topics
- Assumes a solid background in mathematics and probability
- Numerous examples illustrate the topics
- Many exercises enhance understanding of the material and enable course use
This textbook will be a perfect fit for an advanced course on mathematical statistics or statistical theory. The concise and lucid approach means it could also serve as a good alternative, or supplement, to existing texts.
商品描述(中文翻譯)
《數學統計學基礎》是為一個標準的單學期高級本科或研究生課程設計的,專注於數學統計學。它涵蓋了所有關鍵主題——統計模型、線性常態模型、指數族、估計、最大似然的漸近性、顯著性檢定以及計數表的模型。書中假設讀者具備良好的數學分析、線性代數和機率背景,但也包含了這些領域的基本結果附錄。全書中有大量的例子和漸進式練習,幫助說明所涵蓋的主題,使本書適合用於教學或自學。
特色:
- 簡潔而嚴謹的數學統計學單學期課程介紹
- 涵蓋所有關鍵主題
- 假設具備堅實的數學和機率背景
- 大量例子說明主題
- 許多練習增強對材料的理解並適合課程使用
這本教科書將非常適合高級數學統計學或統計理論課程。其簡潔明瞭的方式也使其成為現有教材的良好替代品或補充資料。
作者簡介
Steffen Lauritzen is Emeritus Professor of Statistics at the University of Copenhagen and the University of Oxford as well as Honorary Professor at Aalborg University. He is most well-known for his work on graphical models, in particular represented in a monograph from 1996 with that title, but he has published in a wide range of topics. He has received numerous awards and honours, including the Guy Medal in Silver from the Royal Statistical Society, where he also is an Honorary Fellow. He was elected to the Royal Danish Academy of Sciences and Letters in 2008 and became a Fellow of the Royal Society in 2011.
作者簡介(中文翻譯)
Steffen Lauritzen 是哥本哈根大學和牛津大學的名譽統計學教授,以及奧爾堡大學的名譽教授。他以在圖形模型方面的研究而聞名,特別是在1996年發表的同名專著中,但他在多個主題上都有發表。他獲得了許多獎項和榮譽,包括英國皇家統計學會頒發的銀獎蓋伊獎(Guy Medal in Silver),並且他也是該學會的名譽會員。他於2008年當選為丹麥皇家科學與文學院院士,並於2011年成為英國皇家學會的院士。