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...
| Main Author: | Zhang, Jiawei |
|---|---|
| Format: | Dissertation (University of Nottingham only) |
| Language: | English |
| Published: |
2019
|
| Online Access: | https://eprints.nottingham.ac.uk/57681/ |
Similar Items
Modeling and forecasting the realized volatility of bitcoin using realized HAR-GARCH-type models with jumps and inverse leverage effect
by: Zahid, Mamoona, et al.
Published: (2022)
by: Zahid, Mamoona, et al.
Published: (2022)
Factors influencing the volatility price of bitcoin / Nur Faridza Roslan
by: Roslan, Nur Faridza
Published: (2020)
by: Roslan, Nur Faridza
Published: (2020)
Asymmetric volatility and risk analysis of Bitcoin Crypto currency market
by: Yam, Xing Quan, et al.
Published: (2023)
by: Yam, Xing Quan, et al.
Published: (2023)
Bitcoin as hedging alternatives from gold, stocks and USD - GARCH model for risk/volatility analysis
by: Kua, Kim Tai
Published: (2024)
by: Kua, Kim Tai
Published: (2024)
MODELLING AND FORECASTING VOLATILITY BY GARCH-TYPE MODELS: THE CASE OF VIETNAM STOCK EXCHANGE
by: Mai, Thi Thanh Hien
Published: (2008)
by: Mai, Thi Thanh Hien
Published: (2008)
Trade Bitcoin with neural networks
by: Zhang, Xinting
Published: (2021)
by: Zhang, Xinting
Published: (2021)
The role of implied volatility in volatility combining forecasts
by: Ho, Jen Sim, et al.
Published: (2024)
by: Ho, Jen Sim, et al.
Published: (2024)
Comparison between artificial neural network and autoregressive integrated moving average model in bitcoin price forecasting
by: Chan Chian Tun,, et al.
Published: (2018)
by: Chan Chian Tun,, et al.
Published: (2018)
Application of forecast combination in volatility modelling
by: James, Adam, et al.
Published: (2011)
by: James, Adam, et al.
Published: (2011)
Backtesting in VaR Models of Bitcoins
by: Shen, Jiadi
Published: (2018)
by: Shen, Jiadi
Published: (2018)
Digital Gold or Worthless Bytes? An Exploration of Bitcoin Price Fluctuations and Assessment of Event Driven Volatility
by: Manning Smith, James
Published: (2015)
by: Manning Smith, James
Published: (2015)
Modelling and Forecasting Volatility by GARCH models: The Empirical Evidence of China’s Stock Markets
by: Zhang, Jiahao
Published: (2019)
by: Zhang, Jiahao
Published: (2019)
Garch Models: Forecasting Volatility and Pricing Options
by: Joshi, Sahil
Published: (2010)
by: Joshi, Sahil
Published: (2010)
Modelling Bitcoin returns using ARIMA and ANN models
by: Gadirli, Farid
Published: (2018)
by: Gadirli, Farid
Published: (2018)
Forecasting Oil price and Volatility
by: Yu, Man Tao
Published: (2009)
by: Yu, Man Tao
Published: (2009)
Performance of GARCH models in forecasting stock market volatility.
by: Choo, Wei Chong, et al.
Published: (1999)
by: Choo, Wei Chong, et al.
Published: (1999)
The effect of symmetric and asymmetric information on
volatility structure of crypto-currency markets: a case study of bitcoin currency
by: Othman, Anwar Hasan Abdullah, et al.
Published: (2019)
by: Othman, Anwar Hasan Abdullah, et al.
Published: (2019)
Forecast accuracy test of stochastic volatility models: traditional models vs
Volatility Hang Seng Index
by: Pan, Fangxin
Published: (2013)
by: Pan, Fangxin
Published: (2013)
Forecast volatility in value of the EUR/USD
by: ZHONG, YANJI
Published: (2013)
by: ZHONG, YANJI
Published: (2013)
Forecasting Malaysian stock market volatility
by: Ng, Chee Pung, et al.
Published: (2012)
by: Ng, Chee Pung, et al.
Published: (2012)
Prediction accuracy improvement for Bitcoin market prices based on symmetric volatility information using artificial neural network approach
by: Othman, Anwar Hasan Abdullah, et al.
Published: (2020)
by: Othman, Anwar Hasan Abdullah, et al.
Published: (2020)
Volatility forecasting model selection with exponentially weighted information criteria.
by: Choo, Wei Chong
Published: (2009)
by: Choo, Wei Chong
Published: (2009)
Kesedaran pelajar terhadap risiko Bitcoin
by: Nurulain Atiqah Zain Azmi,, et al.
Published: (2018)
by: Nurulain Atiqah Zain Azmi,, et al.
Published: (2018)
Bitcoin forks: What drives the branches?
by: Conlon, T., et al.
Published: (2024)
by: Conlon, T., et al.
Published: (2024)
Cryptocurrency Bitcoin: fundamental drivers explained
by: Lee, Tom Lim, et al.
Published: (2018)
by: Lee, Tom Lim, et al.
Published: (2018)
Modeling and Forecasting Volatility: An Empirical Evidence from the Bombay Stock Exchange
by: Thakker, Jai
Published: (2011)
by: Thakker, Jai
Published: (2011)
Modelling and Forecasting the Volatility of Stock Price Index : ASEAN-5 Countries
by: Hoh, Chai Ping
Published: (2014)
by: Hoh, Chai Ping
Published: (2014)
Forecasting of Realised Volatility with the Random Forests Algorithm
by: Luong, C., et al.
Published: (2018)
by: Luong, C., et al.
Published: (2018)
The determinants of crypto currency price: the case of Bitcoin
by: Woo, Xue Ling, et al.
Published: (2019)
by: Woo, Xue Ling, et al.
Published: (2019)
Bitcoin and cryptocurrency challenges, opportunities and future works
by: Muhammad Ashraf, Fauzi, et al.
Published: (2020)
by: Muhammad Ashraf, Fauzi, et al.
Published: (2020)
Bitcoin and stock markets: A revisit of relationship
by: Mohd Thas Thaker, Hassanudin *, et al.
Published: (2020)
by: Mohd Thas Thaker, Hassanudin *, et al.
Published: (2020)
Bitcoin price prediction using machine learning
by: Tang, Jian Yang
Published: (2023)
by: Tang, Jian Yang
Published: (2023)
Modeling and forecasting volatility of index return: an empirical evidence of FTSE 100 Index
by: ZHU, Lin
Published: (2013)
by: ZHU, Lin
Published: (2013)
Forecasting Stock Market Volatility Using Wavelet Transformation Algorithm Of Garch Model
by: Audu, Buba
Published: (2017)
by: Audu, Buba
Published: (2017)
Time horizon volatility forecasting of Malaysian property stocks
by: Gooi, Leong Mow
Published: (2019)
by: Gooi, Leong Mow
Published: (2019)
Implied volatility forecasting in the options market: a survey
by: Mohamad, Azhar
Published: (2016)
by: Mohamad, Azhar
Published: (2016)
Forecasting volatility in Chinese and Hong Kong stock markets.
by: Wu, Ming
Published: (2011)
by: Wu, Ming
Published: (2011)
The impact of bitcoin futures trading on cryptocurrency spot prices
by: Sukumaran, Shankara
Published: (2022)
by: Sukumaran, Shankara
Published: (2022)
Investor Sentiment, Unexpected Inflation, and Bitcoin Basis Risk
by: Conlon, T., et al.
Published: (2024)
by: Conlon, T., et al.
Published: (2024)
Modelling and Forecasting Volatility of Stock Index Return Using GARCH Models: an Empirical Evidence of Argentina
by: Xenofontos, Andreas
Published: (2014)
by: Xenofontos, Andreas
Published: (2014)
Similar Items
-
Modeling and forecasting the realized volatility of bitcoin using realized HAR-GARCH-type models with jumps and inverse leverage effect
by: Zahid, Mamoona, et al.
Published: (2022) -
Factors influencing the volatility price of bitcoin / Nur Faridza Roslan
by: Roslan, Nur Faridza
Published: (2020) -
Asymmetric volatility and risk analysis of Bitcoin Crypto currency market
by: Yam, Xing Quan, et al.
Published: (2023) -
Bitcoin as hedging alternatives from gold, stocks and USD - GARCH model for risk/volatility analysis
by: Kua, Kim Tai
Published: (2024) -
MODELLING AND FORECASTING VOLATILITY BY GARCH-TYPE MODELS: THE CASE OF VIETNAM STOCK EXCHANGE
by: Mai, Thi Thanh Hien
Published: (2008)