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Theory and applications of time seri...

(1998 :)

Theory and applications of time series analysisselected contributions from ITISE 2018 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Theory and applications of time series analysisedited by Olga Valenzuela ... [et al.].
其他題名:	selected contributions from ITISE 2018 /
其他作者:	Valenzuela, Olga.
團體作者:
出版者:	Cham :Springer International Publishing :2019.
面頁冊數:	xv, 380 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
標題:	Time-series analysis
電子資源:	https://doi.org/10.1007/978-3-030-26036-1
ISBN:	9783030260361$q(electronic bk.)

Theory and applications of time series analysisselected contributions from ITISE 2018 /
Theory and applications of time series analysisselected contributions from ITISE 2018 /[electronic resource] :edited by Olga Valenzuela ... [et al.]. - Cham :Springer International Publishing :2019. - xv, 380 p. :ill. (some col.), digital ;24 cm. - Contributions to statistics,1431-1968. - Contributions to statistics..

Preface -- Advanced Statistical Methods for Time Series Analysis and Forecasting -- Advanced Computational Intelligence Methods for Time Series Analysis and Forecasting -- Econometric Models, Financial Forecasting and Risk Analysis -- Time Series Analysis in Earth Sciences -- Energy Time Series Forecasting -- Time Series Analysis and Prediction in Other Real Problems.

This book presents selected peer-reviewed contributions from the International Conference on Time Series and Forecasting, ITISE 2018, held in Granada, Spain, on September 19-21, 2018. The first three parts of the book focus on the theory of time series analysis and forecasting, and discuss statistical methods, modern computational intelligence methodologies, econometric models, financial forecasting, and risk analysis. In turn, the last three parts are dedicated to applied topics and include papers on time series analysis in the earth sciences, energy time series forecasting, and time series analysis and prediction in other real-world problems. The book offers readers valuable insights into the different aspects of time series analysis and forecasting, allowing them to benefit both from its sophisticated and powerful theory, and from its practical applications, which address real-world problems in a range of disciplines. The ITISE conference series provides a valuable forum for scientists, engineers, educators and students to discuss the latest advances and implementations in the field of time series analysis and forecasting. It focuses on interdisciplinary and multidisciplinary research encompassing computer science, mathematics, statistics and econometrics.

ISBN: 9783030260361$q(electronic bk.)

Standard No.: 10.1007/978-3-030-26036-1doiSubjects--Topical Terms:

268952
Time-series analysis

LC Class. No.: QA280

Dewey Class. No.: 519.55

Theory and applications of time series analysisselected contributions from ITISE 2018 /
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