Likelihood Ratio Tests and Related Topics in Multivariate Analysis: Selected Contributions of Carlos A. Coelho
暫譯: 多變量分析中的似然比檢定及相關主題：卡洛斯·A·科埃略的選定貢獻

Arnold, Barry C., SenGupta, Ashis, Boca, Gratiela

Likelihood Ratio Tests and Related Topics in Multivariate Analysis: Selected Contributions of Carlos A. Coelho
  • 出版商: Springer
  • 出版日期: 2026-01-03
  • 售價: $8,080
  • 貴賓價: 9.5 折 $7,676
  • 語言: 英文
  • 頁數: 522
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031680073
  • ISBN-13: 9783031680076
  • 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

This book of selected works exhibits a significant part of Carlos A. Coelho's research activity in multivariate statistics, focusing on topics related to likelihood ratio tests. After two introductory chapters, including a biography and an overview of the contributions and related research, the articles are presented in their chronological order of publication, thus also showing the research path followed by the author. The volume shows how likelihood ratio tests useful in multivariate analysis can be developed, and how in most cases exact distributions can be obtained for their statistics in a manageable form. Furthermore, it shows how extremely sharp asymptotic (near-exact) approximations can be found in the remaining cases. Circular distributions are also addressed and, more generally, distributions of products of random variables. The book will be useful for advanced students as well as researchers and practitioners who deal with likelihood ratio tests in multivariate analysis.

商品描述(中文翻譯)

這本選集展示了 Carlos A. Coelho 在多變量統計領域的重要研究活動，重點關注與似然比檢定（likelihood ratio tests）相關的主題。在兩個介紹性章節之後，包括傳記和對貢獻及相關研究的概述，文章按照發表的時間順序呈現，從而顯示出作者所遵循的研究路徑。本書展示了如何在多變量分析中開發有用的似然比檢定，以及在大多數情況下如何以可管理的形式獲得其統計量的精確分佈。此外，本書還顯示了在其餘情況下如何找到極為精確的漸近（近似精確）近似。書中還涉及圓形分佈，並更一般地討論隨機變數的乘積分佈。本書將對於進階學生以及從事多變量分析中似然比檢定的研究人員和實務工作者非常有用。

作者簡介

Barry C. Arnold is a Distinguished Professor Emeritus of Statistics at the University of California, Riverside. He is a fellow of the American Statistical Association, the American Association for the Advancement of Science, and of the Institute of Mathematical Statistics and is an Elected Member of the International Statistical Institute. His research interests include order statistics, record values, inequality measurement and ordering, conditionally specified distributions, multivariate models, and income distributions.

Ashis SenGupta is a CSIR (Council of Scientific and Industrial Research) Emeritus Scientist, Ministry of Science and Technology, Government of India, at the Indian Institute of Technology, Kharagpur, India; Adjunct Professor at Augusta University, Georgia, USA; Distinguished Professor at the Middle East Technical University, Turkey; and Advisor/Consultant and former Head and HAG Professor at the Applied Statistics Unit, Indian Statistical Institute, Kolkata, India. He has been a Visiting Professor at several universities worldwide and is the author of over 120 publications, including 14 books and volumes, published by Springer, World Scientific, and Wiley, among others. His research interests include directional statistics, distribution theory, financial statistics, large-scale surveys, multivariate statistical inference, reliability inference, and statistical machine learning. He is an Elected Member of the International Statistical Institute, and a Fellow of the National Academy of Sciences - India, the Indian Society for Probability and Statistics, the International Artificial Intelligence Industry Alliance, and the American Statistical Association.

Gratiela Boca is an Associate Professor at the Department of Economics, Faculty of Sciences, Cluj-Napoca University of Technology, Romania. She is the author of 20 books and over 78 journal articles in the fields of quality management, change management, manufacturing process and quality audit. She is involved in several Erasmus projects with Universities from Turkey, Italy, Finland, Germany and Greece, with a focus on transfer of innovation.

作者簡介(中文翻譯)

巴里·C·阿諾德是加州大學河濱分校的榮譽統計學特聘教授。他是美國統計學會、美國科學促進會以及數學統計學會的會士，並且是國際統計學會的當選會員。他的研究興趣包括順序統計、紀錄值、不平等測量與排序、條件指定分佈、多變量模型以及收入分佈。

阿希斯·森古普塔是印度科學與技術部的CSIR（科學與工業研究理事會）榮譽科學家，任職於印度卡拉格普爾印度理工學院；美國喬治亞州奧古斯塔大學的兼任教授；土耳其中東技術大學的特聘教授；以及印度加爾各答統計學研究所應用統計單位的顧問/顧問及前任負責人和HAG教授。他曾在全球多所大學擔任訪問教授，並且是超過120篇出版物的作者，包括14本書籍和卷冊，這些作品由Springer、World Scientific和Wiley等出版社出版。他的研究興趣包括方向統計、分佈理論、金融統計、大規模調查、多變量統計推斷、可靠性推斷以及統計機器學習。他是國際統計學會的當選會員，並且是印度國家科學院、印度概率與統計學會、國際人工智慧產業聯盟以及美國統計學會的會士。

格拉蒂埃拉·博卡是羅馬尼亞克盧日-納波卡科技大學經濟學系的副教授。她是20本書籍和超過78篇期刊文章的作者，研究領域包括品質管理、變革管理、製造過程和品質審核。她參與了多個與土耳其、意大利、芬蘭、德國和希臘大學的Erasmus項目，專注於創新轉移。

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