Modelling and Forecasting Volatility of Equity Market Indices And Gold Using Univariate GARCH Models: Evidence from Singapore
This paper estimates and forecasts the conditional volatility of Singaporean equity indices namely STI, FSTS_SI, FSTM_SI, and gold quoted in Singaporean dollar (XAUSGD) by using GARCH (1,1), GJR-GARCH (1,1), and EGARCH (1,1) models. The period of the daily return data ranges from 2nd September 1999...
| Main Author: | Kyaw Swar, Linn |
|---|---|
| Format: | Dissertation (University of Nottingham only) |
| Language: | English |
| Published: |
2020
|
| Online Access: | https://eprints.nottingham.ac.uk/62385/ |
Similar Items
Modeling univariate volatility of stock returns using stochastic GARCH models:Evidence from 4-Asian markets
by: Islam, Mohd Aminul
Published: (2013)
by: Islam, Mohd Aminul
Published: (2013)
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)
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)
Garch Models: Forecasting Volatility and Pricing Options
by: Joshi, Sahil
Published: (2010)
by: Joshi, Sahil
Published: (2010)
Volatility forecasting with the wavelet transformation algorithm GARCH model: Evidence from African stock markets
by: Ismail, Mohd Tahir, et al.
Published: (2016)
by: Ismail, Mohd Tahir, et al.
Published: (2016)
Forecasting Stock Market Volatility Using Wavelet Transformation Algorithm Of Garch Model
by: Audu, Buba
Published: (2017)
by: Audu, Buba
Published: (2017)
Innovations in the ARIMA - GARCH Modeling in Forecasting Gold Price
by: Siti Roslindar, Yaziz, et al.
Published: (2014)
by: Siti Roslindar, Yaziz, et al.
Published: (2014)
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)
The Performance of Hybrid ARIMA-GARCH Modeling in Forecasting Gold Price
by: Siti Roslindar, Yaziz, et al.
Published: (2013)
by: Siti Roslindar, Yaziz, et al.
Published: (2013)
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)
ARIMA and symmetric GARCH-type models in forecasting Malaysia gold price
by: Siti Roslindar, Yaziz, et al.
Published: (2019)
by: Siti Roslindar, Yaziz, et al.
Published: (2019)
Preliminary Analysis on Hybrid Box-Jenkins - GARCH Modeling In Forecasting Gold Price
by: Siti Roslindar, Yaziz, et al.
Published: (2015)
by: Siti Roslindar, Yaziz, et al.
Published: (2015)
Forecasting Malaysian Gold Using a Hybrid of ARIMA and GJR-GARCH Models
by: Siti Roslindar, Yaziz, et al.
Published: (2015)
by: Siti Roslindar, Yaziz, et al.
Published: (2015)
The volatility of the stock market and financial cycle : GARCH family models
by: Tran, Thuy Nhung
Published: (2022)
by: Tran, Thuy Nhung
Published: (2022)
Applying generalized autoregressive conditional heteroscedasticity models to model univariate volatility
by: Islam, Mohd Aminul
Published: (2014)
by: Islam, Mohd Aminul
Published: (2014)
Generalised Autoregressive Conditional Heteroscedasticity (Garch) Models For Stock Market Volatility
by: Choo, Wei Chong
Published: (1998)
by: Choo, Wei Chong
Published: (1998)
Forecasting of Electricity Demand in Malaysia with Seasonal Highly Volatile Characteristics using SARIMA – GARCH Model
by: Syarranur, Zaim, et al.
Published: (2023)
by: Syarranur, Zaim, 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)
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)
Modelling the volatility of currency exchange rate using GARCH model
by: Choo, Wei Chong, et al.
Published: (2002)
by: Choo, Wei Chong, et al.
Published: (2002)
Modified Box-Jenkins and GARCH for forecasting highly volatile time series data
by: Siti Roslindar, Yaziz
Published: (2019)
by: Siti Roslindar, Yaziz
Published: (2019)
A comparison forecasting models for ASEAN equity markets
by: Wong, Yoke Chen *, et al.
Published: (2005)
by: Wong, Yoke Chen *, et al.
Published: (2005)
Modelling and Forcasting Volatility by ARMA-GARCH Models and the COVID-19-A Study of the Chinese Stock Market
by: WANG, Meng
Published: (2020)
by: WANG, Meng
Published: (2020)
Univariate approach towards cocoa price forecasting
by: Mohd. Arshad, Fatimah, et al.
Published: (1976)
by: Mohd. Arshad, Fatimah, et al.
Published: (1976)
The interactions between gold and shariah compliant equities:the application of wavelet and multivariate GARCH analysis
by: Shakil, Mohammad Hassan, et al.
Published: (2017)
by: Shakil, Mohammad Hassan, et al.
Published: (2017)
GARCH models and distributions comparison for nonlinear time series with volatilities
by: Nur Haizum, Abd Rahman, et al.
Published: (2023)
by: Nur Haizum, Abd Rahman, et al.
Published: (2023)
Garch models and distributions comparison for nonlinear time series with volatilities
by: Abdul Rahman, Nur Haizum, et al.
Published: (2023)
by: Abdul Rahman, Nur Haizum, et al.
Published: (2023)
Enhancing stock volatility prediction with the AO-GARCH-MIDAS model
by: Liu, Ting, et al.
Published: (2024)
by: Liu, Ting, et al.
Published: (2024)
Multistep forecasting for highly volatile data using new algorithm of Box-Jenkins and GARCH
by: Siti Roslindar, Yaziz, et al.
Published: (2018)
by: Siti Roslindar, Yaziz, et al.
Published: (2018)
Comparing the accuracy of density forecasts from competing GARCH models
by: Abu Hassan Shaari Mohd Nor,, et al.
Published: (2009)
by: Abu Hassan Shaari Mohd Nor,, et al.
Published: (2009)
Forecasting currency in circulation in Malaysia using arch and garch models
by: Abdul Razak, Nur Azreen, et al.
Published: (2018)
by: Abdul Razak, Nur Azreen, et al.
Published: (2018)
Statistical Inadequacy of GARCH Models for Asian Stock Markets: Evidence and Implications
by: Lim, Kian-Ping, et al.
Published: (2005)
by: Lim, Kian-Ping, et al.
Published: (2005)
Modelling volatilities of financial time series using the
GARCH (1, 1) model
by: Zhou, Ze
Published: (2013)
by: Zhou, Ze
Published: (2013)
Univariate forecasting model on demand of forklift at PBKSB and Box-Jenkins Methodology / Ainaliana Ying
by: Ying, Ainaliana
Published: (2015)
by: Ying, Ainaliana
Published: (2015)
Estimating volatility of stock index returns by using symmetric Garch models
by: Islam, Mohd Aminul
Published: (2013)
by: Islam, Mohd Aminul
Published: (2013)
Financial volatility and bank stock returns: an
Armax-Garch-M modelling
by: Hooy, Chee Wooi, et al.
Published: (2003)
by: Hooy, Chee Wooi, et al.
Published: (2003)
Can multivariate GARCH models really improve value-at-risk forecasts?
by: Sia, C.S., et al.
Published: (2015)
by: Sia, C.S., et al.
Published: (2015)
Asymmetry and long-memory volatility: Some empirical evidence using GARCH
by: WENCHEONG, C, et al.
Published: (2007)
by: WENCHEONG, C, et al.
Published: (2007)
Malaysian crude palm oil market volatility: a GARCH approach
by: Haron, Razali, et al.
Published: (2015)
by: Haron, Razali, et al.
Published: (2015)
A comparative study of deep learning algorithms in univariate and multivariate forecasting of the Malaysian stock market
by: Mohd. Ridzuan Ab. Khalil,, et al.
Published: (2023)
by: Mohd. Ridzuan Ab. Khalil,, et al.
Published: (2023)
Similar Items
-
Modeling univariate volatility of stock returns using stochastic GARCH models:Evidence from 4-Asian markets
by: Islam, Mohd Aminul
Published: (2013) -
Modelling and Forecasting Volatility by GARCH models: The Empirical Evidence of China’s Stock Markets
by: Zhang, Jiahao
Published: (2019) -
Performance of GARCH models in forecasting stock market volatility.
by: Choo, Wei Chong, et al.
Published: (1999) -
Garch Models: Forecasting Volatility and Pricing Options
by: Joshi, Sahil
Published: (2010) -
Volatility forecasting with the wavelet transformation algorithm GARCH model: Evidence from African stock markets
by: Ismail, Mohd Tahir, et al.
Published: (2016)