Dynamic volatility modelling of Bitcoin using time-varying transition probability Markov-switching GARCH model

Bitcoin (BTC), as the dominant cryptocurrency, has attracted tremendous attention lately due to its excessive volatility. This paper proposes the time-varying transition probability Markov-switching GARCH (TV-MSGARCH) models incorporated with BTC daily trading volume and daily Google searches singly...

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Bibliographic Details
Main Authors: Tan, Chia-Yen, Koh, You-Beng, Ng, Kok-Haur, Ng, Kooi-Huat
Format: Article
Published: Elsevier 2021
Subjects:
Online Access:http://eprints.um.edu.my/26435/
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Institution: Universiti Malaya