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Theory and Applications of Time Series Analysis and Forecasting : Selected Contributions from ITISE 2021 / edited by Olga Valenzuela, Fernando Rojas, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas.
Springer Nature - Springer Mathematics and Statistics eBooks 2023 English International Available online
View online- Format:
- Book
- Series:
- Contributions to Statistics, 2628-8966
- Language:
- English
- Subjects (All):
- Time-series analysis.
- Statistics.
- Econometrics.
- Computer science--Mathematics.
- Computer science.
- Mathematical statistics.
- Social sciences--Mathematics.
- Social sciences.
- Data mining.
- Time Series Analysis.
- Statistics in Business, Management, Economics, Finance, Insurance.
- Probability and Statistics in Computer Science.
- Mathematics in Business, Economics and Finance.
- Data Mining and Knowledge Discovery.
- Local Subjects:
- Time Series Analysis.
- Statistics in Business, Management, Economics, Finance, Insurance.
- Econometrics.
- Probability and Statistics in Computer Science.
- Mathematics in Business, Economics and Finance.
- Data Mining and Knowledge Discovery.
- Physical Description:
- 1 online resource (331 pages)
- Edition:
- 1st ed. 2023.
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2023.
- Summary:
- This book presents a selection of peer-reviewed contributions on the latest developments in time series analysis and forecasting, presented at the 7th International Conference on Time Series and Forecasting, ITISE 2021, held in Gran Canaria, Spain, July 19-21, 2021. It is divided into four parts. The first part addresses general modern methods and theoretical aspects of time series analysis and forecasting, while the remaining three parts focus on forecasting methods in econometrics, time series forecasting and prediction, and numerous other real-world applications. Covering a broad range of topics, the book will give readers a modern perspective on the subject. 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. .
- Notes:
- Includes bibliographical references.
- Other Format:
- Print version: Valenzuela, Olga Theory and Applications of Time Series Analysis and Forecasting
- ISBN:
- 9783031141973
- OCLC:
- 1376196241
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