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＜電子ブック＞
Theory and Applications of Time Series Analysis : Selected Contributions from ITISE 2018 / edited by Olga Valenzuela, Fernando Rojas, Héctor Pomares, Ignacio Rojas
(Contributions to Statistics. ISSN:26288966)

版	1st ed. 2019.
出版者	(Cham : Springer International Publishing : Imprint: Springer)
出版年	2019
本文言語	英語
大きさ	XV, 380 p. 152 illus., 116 illus. in color : online resource
著者標目	Valenzuela, Olga editor Rojas, Fernando editor Pomares, Héctor editor Rojas, Ignacio editor SpringerLink (Online service)
件　名	LCSH:Statistics  LCSH:Computer science -- Mathematics  全ての件名で検索 LCSH:Mathematical statistics LCSH:Econometrics LCSH:Artificial intelligence LCSH:Probabilities FREE:Statistics in Business, Management, Economics, Finance, Insurance FREE:Probability and Statistics in Computer Science FREE:Econometrics FREE:Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences FREE:Artificial Intelligence FREE:Probability Theory
一般注記	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 HTTP:URL=https://doi.org/10.1007/978-3-030-26036-1

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