Leverage effects and stochastic volatility in spot oil returns: A Bayesian approach with VaR and CVaR applications

[1]  F. Diebold,et al.  Comparing Predictive Accuracy , 1994, Business Cycles.

[2]  Joshua C. C. Chan,et al.  On the Observed-Data Deviance Information Criterion for Volatility Modeling , 2016 .

[3]  Joshua C. C. Chan,et al.  Fast Computation of the Deviance Information Criterion for Latent Variable Models , 2014, Comput. Stat. Data Anal..

[4]  Joanna J. J. Wang,et al.  Analyzing return asymmetry and quantiles through stochastic volatility models using asymmetric Laplace error via uniform scale mixtures , 2015 .

[5]  Manel Youssef,et al.  Value-at-Risk estimation of energy commodities: A long-memory GARCH–EVT approach , 2015 .

[6]  Joshua C. C. Chan,et al.  Modeling Energy Price Dynamics: GARCH Versus Stochastic Volatility , 2015 .

[7]  Joshua C. C. Chan,et al.  The Stochastic Volatility in Mean Model With Time-Varying Parameters: An Application to Inflation Modeling , 2015 .

[8]  Liyan Han,et al.  A mean-CVaR-skewness portfolio optimization model based on asymmetric Laplace distribution , 2015, Ann. Oper. Res..

[9]  A. Refenes,et al.  Realized volatility models and alternative Value-at-Risk prediction strategies , 2014 .

[10]  L. Kristoufek.  Leverage effect in energy futures , 2014, 1403.0064.

[11]  Joshua C. C. Chan,et al.  Estimation of Stochastic Volatility Models with Heavy Tails and Serial Dependence , 2013 .

[12]  Qian Chen,et al.  Computational Statistics and Data Analysis Bayesian Value-at-risk and Expected Shortfall Forecasting via the Asymmetric Laplace Distribution , 2022 .

[13]  Joshua C. C. Chan,et al.  Moving Average Stochastic Volatility Models with Application to Inflation Forecast , 2012 .

[14]  Chai Jian,et al.  Estimating crude oil price 'Value at Risk' using the Bayesian-SV-SGT approach , 2011 .

[15]  Victor H. Lachos,et al.  Robust Bayesian analysis of heavy-tailed stochastic volatility models using scale mixtures of normal distributions , 2010, Comput. Stat. Data Anal..

[16]  Chaker Aloui,et al.  Value-at-risk estimations of energy commodities via long-memory, asymmetry and fat-tailed GARCH models , 2010 .

[17]  A. Trabelsi,et al.  Extreme Value Theory and Value at Risk : Application to Oil Market , 2009 .

[18]  Cathy W. S. Chen,et al.  Bayesian Causal Effects in Quantiles: Accounting for Heteroscedasticity , 2009, Comput. Stat. Data Anal..

[19]  Makoto Takahashi,et al.  Estimating stochastic volatility models using daily returns and realized volatility simultaneously , 2007, Comput. Stat. Data Anal..

[20]  Yi-Ming Wei,et al.  Estimating ‘Value at Risk’ of crude oil price and its spillover effect using the GED-GARCH approach , 2008 .

[21]  Jui-Cheng Hung,et al.  Estimation of value-at-risk for energy commodities via fat-tailed GARCH models , 2008 .

[22]  V. Mignon,et al.  Oil prices and economic activity: An asymmetric cointegration approach , 2008 .

[23]  Jun Yu,et al.  A Class of Nonlinear Stochastic Volatility Models , 2002, JCIS.

[24]  Nunzio Cappuccio,et al.  MCMC Bayesian Estimation of a Skew-GED Stochastic Volatility Model , 2004 .

[25]  Susan Thomas,et al.  Selection of Value-at-Risk models , 2003 .

[26]  Siem Jan Koopman,et al.  The stochastic volatility in mean model: empirical evidence from international stock markets , 2002 .

[27]  N. Shephard,et al.  Markov chain Monte Carlo methods for stochastic volatility models , 2002 .

[28]  Evangelia Papapetrou.  Oil price shocks, stock market, economic activity and employment in Greece ☆ , 2001 .

[29]  Samuel Kotz,et al.  The Laplace Distribution and Generalizations: A Revisit with Applications to Communications, Economics, Engineering, and Finance , 2001 .

[30]  Philippe Artzner,et al.  Coherent Measures of Risk , 1999 .

[31]  Peter F. Christoffersen.  Evaluating Interval Forecasts , 1998 .

[32]  Jose A. Lopez,et al.  Methods for Evaluating Value-at-Risk Estimates , 1998 .

[33]  Mike K. P. So,et al.  A Stochastic Volatility Model With Markov Switching , 1998 .

[34]  F. Breidt,et al.  The detection and estimation of long memory in stochastic volatility , 1998 .

[35]  M. Hall.  The amendment to the capital accord to incorporate market risk , 1996 .

[36]  SUPERVISORY FRAMEWORK FOR THE USE OF "BACKTESTING" IN CONJUNCTION WITH THE INTERNAL MODELS APPROACH TO MARKET RISK CAPITAL REQUIREMENTS , 1996 .

[37]  Paul H. Kupiec,et al.  Techniques for Verifying the Accuracy of Risk Measurement Models , 1995 .

[38]  D. Wolfe,et al.  Nonparametric Statistical Methods. , 1974 .