Analysis of Factors Influencing Stock Market Volatility Based on GARCH-MIDAS Model

This paper further extends the existing GARCH-MIDAS model to deal with the effect of microstructure noise in mixed frequency data. This paper has two highlights. First, according to the estimation of the long-term volatility components of the GARCH-MIDAS model, rAVGRV is adopted to substitute for th...

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Bibliographic Details
Main Authors: Dan Ma, Tianxing Yang, Liping Liu, Yi He
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2022/6176451
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