Advances in Time Series Analysis and Forecasting: Selected Contributions from ITISE 2016 (Contributions to Statistics)
暫譯: 時間序列分析與預測的進展:來自ITISE 2016的選定貢獻(統計貢獻)
- 出版商: Springer
- 出版日期: 2017-08-03
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 414
- 裝訂: Hardcover
- ISBN: 3319557882
- ISBN-13: 9783319557885
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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
This volume of selected and peer-reviewed contributions on the latest developments in time series analysis and forecasting updates the reader on topics such as analysis of irregularly sampled time series, multi-scale analysis of univariate and multivariate time series, linear and non-linear time series models, advanced time series forecasting methods, applications in time series analysis and forecasting, advanced methods and online learning in time series and high-dimensional and complex/big data time series. The contributions were originally presented at the International Work-Conference on Time Series, ITISE 2016, held in Granada, Spain, June 27-29, 2016.
The series of ITISE conferences provides a forum for scientists, engineers, educators and students to discuss the latest ideas and implementations in the foundations, theory, models and applications in the field of time series analysis and forecasting. It focuses on interdisciplinary and multidisciplinary
research encompassing the disciplines of computer science, mathematics, statistics and econometrics.商品描述(中文翻譯)
這本選集包含經過同行評審的最新時間序列分析與預測發展的貢獻,更新了讀者對於不規則取樣時間序列分析、多尺度單變量與多變量時間序列分析、線性與非線性時間序列模型、高級時間序列預測方法、時間序列分析與預測的應用、高級方法以及時間序列中的在線學習和高維度、複雜/大數據時間序列的了解。這些貢獻最初是在2016年6月27日至29日於西班牙格拉納達舉行的國際時間序列工作會議(ITISE 2016)上提出的。
ITISE 會議系列為科學家、工程師、教育工作者和學生提供了一個論壇,以討論時間序列分析與預測領域的最新理念和實施。它專注於跨學科和多學科的研究,涵蓋計算機科學、數學、統計學和計量經濟學等學科。