Order estimation of high dimensional time series

Much research has focused on the problem of estimating the order of vector autoregressive (VAR) model and multivariate moving average (VMA) model. The most proposed solutions for this problem include Bayesian Information Criterion (BIC) and limiting spectral distribution of sample autocovariance mat...

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Bibliographic Details
Main Author: Zeng, Shijia
Other Authors: Pan Guangming
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/156931
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Institution: Nanyang Technological University
Language: English