Modern Directional Statistics
暫譯: 現代方向統計學
Ley, Christophe, Verdebout, Thomas
- 出版商: CRC
- 出版日期: 2020-06-30
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 190
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367573016
- ISBN-13: 9780367573010
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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)
商品描述
Modern Directional Statistics collects important advances in methodology and theory for directional statistics over the last two decades. It provides a detailed overview and analysis of recent results that can help both researchers and practitioners. Knowledge of multivariate statistics eases the reading but is not mandatory.
The field of directional statistics has received a lot of attention over the past two decades, due to new demands from domains such as life sciences or machine learning, to the availability of massive data sets requiring adapted statistical techniques, and to technological advances. This book covers important progresses in distribution theory, high-dimensional statistics, kernel density estimation, efficient inference on directional supports, and computational and graphical methods.
商品描述(中文翻譯)
現代方向統計學 收集了過去二十年在方向統計學方法論和理論方面的重要進展。它提供了對近期結果的詳細概述和分析，這些結果可以幫助研究人員和實務工作者。雖然具備多變量統計學的知識能夠幫助閱讀，但並不是必需的。
方向統計學在過去二十年中受到了廣泛關注，這是由於生命科學或機器學習等領域的新需求、需要適應的統計技術的大型數據集的可用性，以及技術的進步。本書涵蓋了在分佈理論、高維統計、核密度估計、對方向支持的有效推斷以及計算和圖形方法等方面的重要進展。
作者簡介
Christophe Ley is professor of mathematical statistics at Ghent University. His research interests include semi-parametrically efficient inference, flexible modeling, directional statistics and the study of asymptotic approximations via Stein's Method. His achievements include the Marie-Jeanne Laurent-Duhamel prize of the Soci t Fran aise de Statistique and an elected membership at the International Statistical Institute. He is associate editor for the journals Computational Statistics & Data Analysis and Econometrics and Statistics.
Thomas Verdebout is professor of mathematical statistics at Universit libre de Bruxelles (ULB). His main research interests are semi-parametric statistics, high- dimensional statistics, directional statistics and rank-based procedures. He has won an annual prize of the Belgian Academy of Sciences and is an elected member of the International Statistical Institute. He is associate editor for the journals Statistics and Probability Letters and Journal of Multivariate Analysis.
作者簡介(中文翻譯)
Christophe Ley 是根特大學的數學統計學教授。他的研究興趣包括半參數有效推斷、靈活建模、方向統計以及通過斯坦方法研究漸近近似。他的成就包括法國統計學會的Marie-Jeanne Laurent-Duhamel獎和國際統計學會的當選會員。他是期刊Computational Statistics & Data Analysis和Econometrics and Statistics的副編輯。
Thomas Verdebout 是布魯塞爾自由大學（ULB）的數學統計學教授。他的主要研究興趣是半參數統計、高維統計、方向統計和基於排名的程序。他曾獲得比利時科學院的年度獎項，並且是國際統計學會的當選會員。他是期刊Statistics and Probability Letters和Journal of Multivariate Analysis的副編輯。
