Theory and Applications of Time Series Analysis

Released on by Olga Valenzuela
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  • Theory and Applications of Time Series Analysis Book Detail

  • Author : Olga Valenzuela
  • Release Date : 2020-11-20
  • Publisher : Springer Nature
  • Genre : Business & Economics
  • Pages : 460
  • ISBN 13 : 3030562190
  • File Size : 44,44 MB
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Theory and Applications of Time Series Analysis by Olga Valenzuela PDF Summary

Book Description: 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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This book presents selected peer-reviewed contributions from the International Work-Conference on Time Series, ITISE 2017, held in Granada, Spain, September 18-