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Theory and Applications of Time Series Analysis

Selected Contributions from ITISE 2019

Springer International Publishing

ISBN 978-3-030-56219-9

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Bibliografische Daten

eBook. PDF

2020

XIV, 460 p. 195 illus., 141 illus. in color..

In englischer Sprache

Umfang: 460 S.

Verlag: Springer International Publishing

ISBN: 978-3-030-56219-9

Weiterführende bibliografische Daten

Das Werk ist Teil der Reihe: Contributions to Statistics

Produktbeschreibung

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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