Theory and applications of time series analysis : selected contributions from ITISE 2018 /

Theory and applications of time series analysis : selected contributions from ITISE 2018 /

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Bibliographic Details
Meeting name:	International Conference on Time Series and Forecasting (2018 : Granada, Spain)
Imprint:	Cham, Switzerland : Springer, 2019.
Description:	1 online resource (xv, 380 pages) : illustrations (some color)
Language:	English
Series:	Contributions to statistics, 1431-1968 Contributions to statistics,
Subject:	Time-series analysis -- Congresses. Time-series analysis. Electronic books. Conference papers and proceedings.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/11981693

Hidden Bibliographic Details
Varying Form of Title:	ITISE 2018
Other authors / contributors:	Valenzuela, Olga, editor. Rojas, Fernando, editor. Pomares, Héctor, editor. Rojas, Ignacio, editor.
ISBN:	9783030260361 3030260364 3030260356 9783030260354 9783030260378 3030260372 9783030260385 3030260380 9783030260354
Digital file characteristics:	text file PDF
Notes:	Includes author index. Online resource; title from PDF title page (SpringerLink, viewed October 23, 2019).
Summary:	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.
Other form:	Printed edition: 9783030260354 Printed edition: 9783030260378 Printed edition: 9783030260385
Standard no.:	10.1007/978-3-030-26036-1

Table of Contents:

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.