Applied Directional Statistics: Modern Methods and Case Studies
暫譯: 應用方向統計：現代方法與案例研究
Ley, Christophe, Verdebout, Thomas
- 出版商: CRC
- 出版日期: 2020-12-18
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 300
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367733455
- ISBN-13: 9780367733452
-
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 collects important advances in methodology and data analysis for directional statistics. It is the companion book of the more theoretical treatment presented in Modern Directional Statistics (CRC Press, 2017). The field of directional statistics has received a lot of attention due to demands from disciplines such as life sciences or machine learning, the availability of massive data sets requiring adapted statistical techniques, and technological advances. This book covers important progress in bioinformatics, biology, astrophysics, oceanography, environmental sciences, earth sciences, machine learning and social sciences.
商品描述(中文翻譯)
本書彙集了方向統計學中方法論和數據分析的重要進展。它是《現代方向統計學》（CRC Press, 2017）中更理論化處理的伴隨書籍。由於生命科學或機器學習等學科的需求、需要適應的統計技術的大型數據集的可用性以及技術進步，方向統計學領域受到了廣泛關注。本書涵蓋了生物信息學、生物學、天體物理學、海洋學、環境科學、地球科學、機器學習和社會科學等領域的重要進展。
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, sport statistics and the study of asymptotic approximations via Stein's Method. His achievements include the Marie-Jeanne Laurent-Duhamel prize of the Société Française de Statistique and an elected membership of the International Statistical Institute. He is associate editor for the journals Computational Statistics & Data Analysis, Annals of the Institute of Statistical Mathematics, and Econometrics and Statistics.
Thomas Verdebout is professor of mathematical statistics at Université 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、運動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、Annals of the Institute of Statistical Mathematics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。
