Translational Recurrences: From Mathematical Theory to Real-World Applications (Springer Proceedings in Mathematics & Statistics)
暫譯: 轉換遞迴:從數學理論到實際應用(Springer數學與統計會議錄)

  • 出版商: Springer
  • 出版日期: 2014-09-09
  • 售價: $4,480
  • 貴賓價: 9.5$4,256
  • 語言: 英文
  • 頁數: 230
  • 裝訂: Hardcover
  • ISBN: 3319095307
  • ISBN-13: 9783319095301
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

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商品描述

This book features 13 papers presented at the Fifth International Symposium on Recurrence Plots, held August 2013 in Chicago, IL. It examines recent applications and developments in recurrence plots and recurrence quantification analysis (RQA) with special emphasis on biological and cognitive systems and the analysis of coupled systems using cross-recurrence methods.

Readers will discover new applications and insights into a range of systems provided by recurrence plot analysis and new theoretical and mathematical developments in recurrence plots. Recurrence plot based analysis is a powerful tool that operates on real-world complex systems that are nonlinear, non-stationary, noisy, of any statistical distribution, free of any particular model type and not particularly long. Quantitative analyses promote the detection of system state changes, synchronized dynamical regimes or classification of system states.

The book will be of interest to an interdisciplinary audience of recurrence plot users and researchers interested in time series analysis of complex systems in general.

商品描述(中文翻譯)

本書收錄了於2013年8月在伊利諾伊州芝加哥舉行的第五屆國際重複圖研討會上發表的13篇論文。它探討了重複圖及重複量化分析(RQA)的最新應用和發展,特別強調生物系統和認知系統,以及使用交叉重複方法分析耦合系統。

讀者將發現重複圖分析提供的新應用和對各種系統的新見解,以及重複圖的新理論和數學發展。基於重複圖的分析是一種強大的工具,適用於現實世界中的複雜系統,這些系統是非線性、非平穩、噪聲多、具有任何統計分佈、無需特定模型類型且不特別長。定量分析促進了系統狀態變化的檢測、同步動態狀態或系統狀態的分類。

本書將吸引對重複圖的使用者和研究者感興趣的跨學科讀者,特別是對複雜系統的時間序列分析感興趣的讀者。