Bitcoin volatility forecasting with the HAR-type models

We aim to forecast the volatility of bitcoin using high-frequency data in this paper. Based on the HAR-RV model, we construct extensive HAR-type models by including various jump components and analysis their in-sample regression fitness and out-of-sample forecast abilities. We verify the importance...

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Bibliographic Details
Main Author: Zhang, Jiawei
Format: Dissertation (University of Nottingham only)
Language:English
Published: 2019
Online Access:https://eprints.nottingham.ac.uk/57681/