Modified Box-Jenkins and GARCH for forecasting highly volatile time series data
The Box-Jenkins model has widely been used either as the forecasting, benchmarking or as the integrated model in the current research of time series. The Box-Jenkins modelling is one of the most powerful forecasting techniques available in research practice of the time series analysis. Most of the t...
| Main Author: | Siti Roslindar, Yaziz |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2019
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/29284/ http://umpir.ump.edu.my/id/eprint/29284/1/Modified%20box-jenkins%20and%20garch%20for%20forecasting%20highly%20volatile%20time%20series%20data.wm.pdf |
Similar Items
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)
A comparative study on Box-Jenkins and Garch models in forecasting crude oil prices
by: Siti Roslindar, Yaziz, et al.
Published: (2011)
by: Siti Roslindar, Yaziz, et al.
Published: (2011)
Determination of Sample Size for Higher Volatile Data Using New Framework of Box-Jenkins Model With GARCH: A Case Study on Gold Price
by: Siti Roslindar, Yaziz, et al.
Published: (2017)
by: Siti Roslindar, Yaziz, et al.
Published: (2017)
Determination of sample size for higher volatile data using new framework of hybrid Box-Jenkins - GARCH: a case study on gold price
by: Siti Roslindar, Yaziz, et al.
Published: (2017)
by: Siti Roslindar, Yaziz, et al.
Published: (2017)
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)
A Comparative Study on Box-Jenkins and Garch mModels in Forecasting Crude Oil Prices
by: Siti Roslindar, Yaziz, et al.
Published: (2011)
by: Siti Roslindar, Yaziz, et al.
Published: (2011)
Forecasting Malaysian overnight Islamic interbank rate using the Box-Jenkins model
by: Radzi, N. S. M., et al.
Published: (2021)
by: Radzi, N. S. M., et al.
Published: (2021)
Electricity demand forecasting in Malaysia using seasonal Box-Jenkins model
by: Syarranur, Zaim, et al.
Published: (2025)
by: Syarranur, Zaim, et al.
Published: (2025)
Comparison of time series forecasting methods using neural networks and Box-Jenkins model.
by: Shabri, Ani
Published: (2001)
by: Shabri, Ani
Published: (2001)
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)
Modeling and forecasting coconut oil prices using time series data analysis based on box-jenkins methodology
by: Suhaila, Bahrom, et al.
Published: (2024)
by: Suhaila, Bahrom, et al.
Published: (2024)
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)
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)
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)
Tourism forecasting in Pahang: an application of homestay by using box-jenkins approach
by: Noratikah, Abu, et al.
Published: (2018)
by: Noratikah, Abu, et al.
Published: (2018)
Forecast Exchange Rate with Box Jenkins Model: An Empirical Study
by: Zheng, Jingwen
Published: (2012)
by: Zheng, Jingwen
Published: (2012)
Crude Palm Oil Price Forecasting: Box-Jenkins Approach
by: Mohd Arshad, Fatimah, et al.
Published: (1986)
by: Mohd Arshad, Fatimah, et al.
Published: (1986)
Malaysia tourism demand forecasting using box-jenkins approach
by: Amir Hamzah, Diyana Izyan, et al.
Published: (2018)
by: Amir Hamzah, Diyana Izyan, et al.
Published: (2018)
Forecasting of Hydropower Production Using Box-Jenkins Model at Tasik Kenyir, Terengganu
by: Nornabila, Abu, et al.
Published: (2024)
by: Nornabila, Abu, et al.
Published: (2024)
Forecasting of hydropower production using Box-Jenkins
model at Tasik Kenyir, Terengganu
by: Nornabila, Abu, et al.
Published: (2024)
by: Nornabila, Abu, et al.
Published: (2024)
Box-jenkins and genetic algorithm hybrid model for electricity forecasting system
by: Mahpol, Khairil Asmani
Published: (2005)
by: Mahpol, Khairil Asmani
Published: (2005)
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)
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)
Garch Models: Forecasting Volatility and Pricing Options
by: Joshi, Sahil
Published: (2010)
by: Joshi, Sahil
Published: (2010)
A study on private vehicle demand forecasting based on Box-Jenkins method
by: Abu, Noratikah, et al.
Published: (2019)
by: Abu, Noratikah, et al.
Published: (2019)
A study on private vehicle demand forecasting based on Box-Jenkins method
by: Noratikah, Abu, et al.
Published: (2018)
by: Noratikah, Abu, et al.
Published: (2018)
Development of Box-Jenkins type time series models by combining conventional and orthonormal basis filter approaches
by: Tufa , L.D., et al.
Published: (2010)
by: Tufa , L.D., et al.
Published: (2010)
Development of Box–Jenkins type time series models by combining conventional and orthonormal basis filter approaches
by: Tufa , L.D., et al.
Published: (2010)
by: Tufa , L.D., et al.
Published: (2010)
Development of Box-Jenkins type time series models by combining conventional and orthonormal basis filter approaches
by: Tufa , L.D., et al.
Published: (2010)
by: Tufa , L.D., et al.
Published: (2010)
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)
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)
Modelling volatilities of financial time series using the
GARCH (1, 1) model
by: Zhou, Ze
Published: (2013)
by: Zhou, Ze
Published: (2013)
Multi-horizon ternary time series forecasting
by: Htike@Muhammad Yusof, Zaw Zaw
Published: (2013)
by: Htike@Muhammad Yusof, Zaw Zaw
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)
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)
Forecasting Stock Market Volatility Using Wavelet Transformation Algorithm Of Garch Model
by: Audu, Buba
Published: (2017)
by: Audu, Buba
Published: (2017)
Forecasting container throughput at Northport (Malaysia) Bhd using univariate modeling and box jenkins methodology / Nordina Amira Ramlan
by: Ramlan, Nordina Amira
Published: (2015)
by: Ramlan, Nordina Amira
Published: (2015)
A Hybrid Model for Improving Malaysian Gold Forecast Accuracy
by: Maizah Hura, Ahmad, et al.
Published: (2014)
by: Maizah Hura, Ahmad, et al.
Published: (2014)
ELMAN NN AND TIME SERIES IN FORECASTING MODELS
FOR DECISION MAKING
by: ANDREESKI, CVETKO J., et al.
Published: (2006)
by: ANDREESKI, CVETKO J., et al.
Published: (2006)
Similar Items
-
Multistep forecasting for highly volatile data using new algorithm of Box-Jenkins and GARCH
by: Siti Roslindar, Yaziz, et al.
Published: (2018) -
A comparative study on Box-Jenkins and Garch models in forecasting crude oil prices
by: Siti Roslindar, Yaziz, et al.
Published: (2011) -
Determination of Sample Size for Higher Volatile Data Using New Framework of Box-Jenkins Model With GARCH: A Case Study on Gold Price
by: Siti Roslindar, Yaziz, et al.
Published: (2017) -
Determination of sample size for higher volatile data using new framework of hybrid Box-Jenkins - GARCH: a case study on gold price
by: Siti Roslindar, Yaziz, et al.
Published: (2017) -
Preliminary Analysis on Hybrid Box-Jenkins - GARCH Modeling In Forecasting Gold Price
by: Siti Roslindar, Yaziz, et al.
Published: (2015)