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:
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.