Theory and Applications of Time Series Analysis: Selected Contributions from ITISE 2019 (1st ed. 2020) (Contributions to Statistics)

By: Olga Valenzuela and Fernando Rojas and Luis Javier Herrera and Héctor Pomares and Ignacio Rojas

Sign Up Now! Already a Member? Log In
You must be logged into Bookshare to access this title. Learn about membership options, or view our freely available titles.

Synopsis: 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.

Book Quality:: Publisher Quality
ISBN-13:: 9783030562199
Related ISBNs:: 9783030562182
Publisher:: Springer International Publishing
Date of Addition:: 12/26/20
Copyrighted By:: Springer
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Business and Finance, Mathematics and Statistics
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Olga Valenzuela
Edited by:: Fernando Rojas
Edited by:: Luis Javier Herrera
Edited by:: Héctor Pomares
Edited by:: Ignacio Rojas