Non-stationary functional time series and functional machine learning : inference and applications

• Main Author: Chen, Yichao
• Other Authors: PUN Chi Seng
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Science::Mathematics::Statistics
• Online Access: https://hdl.handle.net/10356/151903
• Institution: Nanyang Technological University

Functional time series analysis is important in the research of functional data, mainly in finance, also be involved in biology, medicine and many other areas. Stationary functional time series have many good properties that allow us to do the analysis and prediction with many existing methods. Howe...