Time Series Analysis and Forecasting: Selected Contributions from the ITISE Conference (Contributions to Statistics)
- 出版商: Springer
- 出版日期: 2016-05-31
- 售價: $6,640
- 貴賓價: 9.5 折 $6,308
- 語言: 英文
- 頁數: 384
- 裝訂: Hardcover
- ISBN: 3319287230
- ISBN-13: 9783319287232
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相關分類:
機率統計學 Probability-and-statistics
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商品描述
This volume presents selected peer-reviewed contributions from The International Work-Conference on Time Series, ITISE 2015, held in Granada, Spain, July 1-3, 2015. It discusses topics in time series analysis and forecasting, advanced methods and online learning in time series, high-dimensional and complex/big data time series as well as forecasting in real problems.
The International Work-Conferences on Time Series (ITISE) provide 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)
本書收錄了2015年7月1日至3日在西班牙格拉納達舉行的國際時間序列工作會議(ITISE 2015)中經過同行評審的精選論文。該書討論了時間序列分析和預測、時間序列的高級方法和在線學習、高維度和複雜/大數據時間序列以及在實際問題中的預測等主題。
國際時間序列工作會議(ITISE)為科學家、工程師、教育工作者和學生提供了一個討論時間序列分析和預測領域的基礎、理論、模型和應用的最新思想和實施的論壇。該會議聚焦於跨學科和多學科研究,涵蓋計算機科學、數學、統計學和計量經濟學等學科。