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Theory and applications of time seri...

Valenzuela, Olga.

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Theory and applications of time series analysis = selected contributions from ITISE 2019 /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Theory and applications of time series analysis/ edited by Olga Valenzuela ... [et al.].
Reminder of title:	selected contributions from ITISE 2019 /
other author:	Valenzuela, Olga.
Published:	Cham :Springer International Publishing : : 2020.,
Description:	xiv, 460 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Time-series analysis - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-030-56219-9
ISBN:	9783030562199

Theory and applications of time series analysis = selected contributions from ITISE 2019 /
Theory and applications of time series analysisselected contributions from ITISE 2019 /[electronic resource] :edited by Olga Valenzuela ... [et al.]. - Cham :Springer International Publishing :2020. - xiv, 460 p. :ill., digital ;24 cm. - Contributions to statistics,1431-1968. - Contributions to statistics..

This book presents a selection of peer-reviewed contributions on the latest advances in time series analysis, presented at the International Conference on Time Series and Forecasting (ITISE 2019), held in Granada, Spain, on September 25-27, 2019. The first two parts of the book present theoretical contributions on statistical and advanced mathematical methods, and on econometric models, financial forecasting and risk analysis. The remaining four parts include practical contributions on time series analysis in energy; complex/big data time series and forecasting; time series analysis with computational intelligence; and time series analysis and prediction for other real-world problems. Given this mix of topics, readers will acquire a more comprehensive perspective on the field of time series analysis and forecasting. The ITISE conference series provides a forum for scientists, engineers, educators and students to discuss the latest advances and implementations in the foundations, theory, models and applications of time series analysis and forecasting. It focuses on interdisciplinary research encompassing computer science, mathematics, statistics and econometrics.

ISBN: 9783030562199

Standard No.: 10.1007/978-3-030-56219-9doiSubjects--Topical Terms:

678578
Time-series analysis
--Congresses.

LC Class. No.: QA280

Dewey Class. No.: 519.55

Theory and applications of time series analysis = selected contributions from ITISE 2019 /
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490 1 $a Contributions to statistics, $x 1431-1968
520 $a This book presents a selection of peer-reviewed contributions on the latest advances in time series analysis, presented at the International Conference on Time Series and Forecasting (ITISE 2019), held in Granada, Spain, on September 25-27, 2019. The first two parts of the book present theoretical contributions on statistical and advanced mathematical methods, and on econometric models, financial forecasting and risk analysis. The remaining four parts include practical contributions on time series analysis in energy; complex/big data time series and forecasting; time series analysis with computational intelligence; and time series analysis and prediction for other real-world problems. Given this mix of topics, readers will acquire a more comprehensive perspective on the field of time series analysis and forecasting. The ITISE conference series provides a forum for scientists, engineers, educators and students to discuss the latest advances and implementations in the foundations, theory, models and applications of time series analysis and forecasting. It focuses on interdisciplinary research encompassing computer science, mathematics, statistics and econometrics.
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