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

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...

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