Dependence modeling and portfolio risk estimation using GARCH-copula approach
Past studies have shown that linear correlation measure may result in misleading interpretations and implications of dependency when financial variables are involved. The copula approach can be adopted as an alternative for measuring dependence as it provides the solution to fat tail problems in mul...
| Main Authors: | Ruzanna Ab Razak, Noriszura Ismail |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2019
|
| Online Access: | http://journalarticle.ukm.my/13749/ http://journalarticle.ukm.my/13749/1/24%20Ruzanna%20Ab%20Razak.pdf |
Similar Items
Forecasting Portfolio Risk Estimation by Using Garch and Var
Methods
by: Noor Azlinna, Azizan, et al.
Published: (2012)
by: Noor Azlinna, Azizan, et al.
Published: (2012)
Tail dependence estimate in financial market risk management:clayton-gumbel copula approach
by: Shamiri,, et al.
Published: (2011)
by: Shamiri,, et al.
Published: (2011)
An estimator for the new bivariate copula
by: Mah, Pauline Jin Wee, et al.
Published: (2016)
by: Mah, Pauline Jin Wee, et al.
Published: (2016)
Risk analysis of the copula dependent aggregate discounted claims with Weibull inter-arrival time
by: Siti Norafidah Mohd Ramli,, et al.
Published: (2021)
by: Siti Norafidah Mohd Ramli,, et al.
Published: (2021)
Defaultable bond pricing under the jump diffusion model with copula dependence structure
by: Siti Norafidah Mohd Ramli,, et al.
Published: (2020)
by: Siti Norafidah Mohd Ramli,, et al.
Published: (2020)
GARCH dependence in extreme value models with Bayesian inference
by: Zhao, X., et al.
Published: (2011)
by: Zhao, X., et al.
Published: (2011)
Modelling of extreme streamflow using copula
by: Buliah, Nur Amirah, et al.
Published: (2024)
by: Buliah, Nur Amirah, et al.
Published: (2024)
Modelling the dependence structure between bitcoin and major currencies using copula dynamic during extreme period
by: Goh, Pei Shan, et al.
Published: (2025)
by: Goh, Pei Shan, et al.
Published: (2025)
Skew-t Copula
by: Roslinazairimah, Zakaria, et al.
Published: (2023)
by: Roslinazairimah, Zakaria, et al.
Published: (2023)
Modelling rainfall duration and severity using copula.
by: Mah, Pauline Jin Wee, et al.
Published: (2013)
by: Mah, Pauline Jin Wee, et al.
Published: (2013)
Estimating volatility of stock index returns by using symmetric Garch models
by: Islam, Mohd Aminul
Published: (2013)
by: Islam, Mohd Aminul
Published: (2013)
Variance targeting estimator for GJR-GARCH under model’s misspecification
by: Muhammad Asmu’i Abdul Rahim,, et al.
Published: (2018)
by: Muhammad Asmu’i Abdul Rahim,, et al.
Published: (2018)
Estimating m-regimes STAR-GARCH model using QMLE with parameter transformation
by: Chan, Felix, et al.
Published: (2011)
by: Chan, Felix, et al.
Published: (2011)
Modelling high dimensional paddy production data using copulas
by: Mohd Roslan, Nuranisyha, et al.
Published: (2021)
by: Mohd Roslan, Nuranisyha, et al.
Published: (2021)
Modelling high dimensional paddy production data using copulas
by: Mohd Roslan, Nuranisyha, et al.
Published: (2021)
by: Mohd Roslan, Nuranisyha, et al.
Published: (2021)
Option pricing and risk management: analytic approaches with GARCH-Lévy dynamics
by: Mozumder, Md. Sharif Ullah
Published: (2011)
by: Mozumder, Md. Sharif Ullah
Published: (2011)
Predictive inference with copulas for bivariate data
by: Noryanti, Muhammad
Published: (2016)
by: Noryanti, Muhammad
Published: (2016)
Nonparametric predictive inference with copulas for bivariate data
by: Noryanti, Muhammad, et al.
Published: (2023)
by: Noryanti, Muhammad, et al.
Published: (2023)
Enhanced variance targeting estimator for parameter estimation in GARCH model / Muhammad Asmu'i Abdul Rahim
by: Abdul Rahim, Muhammad Asmu'i
Published: (2017)
by: Abdul Rahim, Muhammad Asmu'i
Published: (2017)
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)
GARCH Parameter estimation using least absolute median / Hanafi A.Rahim
by: A.Rahim, Hanafi
Published: (2012)
by: A.Rahim, Hanafi
Published: (2012)
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)
Different downside risk approaches in portfolio optimisation
by: Saiful Hafizah Hj. Jaaman,, et al.
Published: (2011)
by: Saiful Hafizah Hj. Jaaman,, et al.
Published: (2011)
A study on the performance of symmetric and asymmetric GARCH models in estimating stock returns volatility
by: Islam, Mohd Aminul
Published: (2014)
by: Islam, Mohd Aminul
Published: (2014)
Predictive Inference for Bivariate Data with Nonparametric Copula
by: Noryanti, Muhammad, et al.
Published: (2016)
by: Noryanti, Muhammad, et al.
Published: (2016)
Generating monthly rainfall amount using multivariate skew-t copula
by: Noor Fadhilah, Ahmad Radi, et al.
Published: (2017)
by: Noor Fadhilah, Ahmad Radi, et al.
Published: (2017)
Diversification of agricultural areas in Indonesia using dynamic copula modeling and K-means clustering
by: Ahdika, Atina, et al.
Published: (2021)
by: Ahdika, Atina, et al.
Published: (2021)
Estimation of dynamic conditional correlations of Shariah-compliant stock indices through the application of multivariate GARCH approach
by: Saiti, Buerhan, et al.
Published: (2013)
by: Saiti, Buerhan, et al.
Published: (2013)
Portfolio Value at Risk: Concept, Implementation and Models Backtesting
by: Dalli, Ismail
Published: (2011)
by: Dalli, Ismail
Published: (2011)
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)
A Comparison of Chinese and UK Portfolios Using Value-at-Risk Approaches
by: ZHOU, Mengjia
Published: (2013)
by: ZHOU, Mengjia
Published: (2013)
A Hybrid Markov Switching Garch Model Approach For Improving Volatility Dynamics
by: Hossain, Md Jamal
Published: (2021)
by: Hossain, Md Jamal
Published: (2021)
Using copulas to measure association between air pollution and respiratory diseases
by: Kostova, Snezhanka, et al.
Published: (2012)
by: Kostova, Snezhanka, et al.
Published: (2012)
Nonparametric predictive inference with parametric copula for survival analysis
by: Noryanti, Muhammad, et al.
Published: (2018)
by: Noryanti, Muhammad, et al.
Published: (2018)
The flight-to-quality effect: a copula-based analysis
by: Durand, Robert, et al.
Published: (2010)
by: Durand, Robert, et al.
Published: (2010)
Portfolio Risk and Dependence Modeling: Application of Factor and Copula Models
by: Azamighaimasi, Arsalan
Published: (2012)
by: Azamighaimasi, Arsalan
Published: (2012)
An application of GARCH modeling on the Malaysian sukuk spreads
by: Rahman, Maya Puspa, et al.
Published: (2013)
by: Rahman, Maya Puspa, et al.
Published: (2013)
Garch Models: Forecasting Volatility and Pricing Options
by: Joshi, Sahil
Published: (2010)
by: Joshi, Sahil
Published: (2010)
Model GARCH Dan Jujukan Bersyarat GAUSS.
by: Kamil, Anton Abdulbasah
Published: (2003)
by: Kamil, Anton Abdulbasah
Published: (2003)
Bayesian inference of multivariate-GARCH-BEKK models
by: Livingston, Jr, Glen, et al.
Published: (2022)
by: Livingston, Jr, Glen, et al.
Published: (2022)
Similar Items
-
Forecasting Portfolio Risk Estimation by Using Garch and Var
Methods
by: Noor Azlinna, Azizan, et al.
Published: (2012) -
Tail dependence estimate in financial market risk management:clayton-gumbel copula approach
by: Shamiri,, et al.
Published: (2011) -
An estimator for the new bivariate copula
by: Mah, Pauline Jin Wee, et al.
Published: (2016) -
Risk analysis of the copula dependent aggregate discounted claims with Weibull inter-arrival time
by: Siti Norafidah Mohd Ramli,, et al.
Published: (2021) -
Defaultable bond pricing under the jump diffusion model with copula dependence structure
by: Siti Norafidah Mohd Ramli,, et al.
Published: (2020)