Mandelbrot B. The variation of certain speculative prices [J]. The Journal of Business, 1963, 36(4): 394-419.
[2]
Fama E. The behavior of stock market prices [J]. Journal of Business, 1965, 38(1): 34-105.
[3]
Hagerman R. More evidence on the distribution of security returns [J]. Journal of Finance, 1978, 33(4): 1213-1221.
[4]
McDonald J B, Newey W K. Partially adaptive estimation of regression models via the generalized t distribution [J]. Econometric Theory, 1988, 4(3): 428-457.
[5]
Hansen B. Autoregressive conditional density estimation [J]. International Economic Review, 1994, 35(3): 705-730.
[6]
Theodossiou P. Financial data and the skewed generalized t distribution [J]. Management Science, 1998, 44(12): 1650-1661.
[7]
Cappuccio N, Lubian D, Raggi D. MCMC Bayesian estimation of a skew-GED stochastic volatility model [J]. Studies in Nonlinear Dynamics and Econometrics, 2004, 8(2): 1558-3708.
[8]
Engle R F. Autoregressive conditional heteroscedasticity with estimates of the variance of the United Kingdom inflation [J]. Econometrica, 1982, 50(4): 987-1007.
[9]
Bollerslev T. Generalized autoregressive conditional heteroscedasticity [J]. Journal of Econometrics, 1986, 31(3): 307-327.
[10]
Giot P, Laurent S. Modelling daily Value-at-Risk using realized volatility and ARCH type models [J]. Journal of Empirical Finance, 2004, 11(3): 379-398.
[11]
Kuester K, Mittnik S, Paolella M S. Value-at-Risk prediction: A comparison of alternative strategies [J].Journal of Financial Econometrics, 2006, 4(1): 53-89.
Lee C F, Su J B. Alternative statistical distributions for estimating value-at-risk: Theory and evidence [J]. Review of Quantitative Finance and Accounting, 2012, 39(3): 309-331.
Dowd K. Estimating VaR with order statistics [J]. The Journal of Derivatives, 2001, 8(3): 23-30.
[19]
Scaillet O. Nonparametric estimation and sensitivity analysis of expected shortfall [J]. Mathematical Finance, 2004, 14(1): 115-129.
[20]
Chen Songxi, Tang Chengyong. Nonparametric inference of value at risk for dependent financial returns [J]. Journal of Financial Econometrics, 2005, 3(2): 227-255.
Koenker R, Zhao Quanshui. Conditional quantile estimation and inference of ARCH models [J]. Econometric Theory, 1996, 12(5): 793-813.
[25]
Wu Guojun, Xiao Zhijie. An analysis of risk measures [J]. Journal of Risk, 2002, 4(4): 53-75.
[26]
Fan Jianqing, Gijbels I. Data-driven bandwidth selection in local ploynomial fitting: variable bandwidth and spatial adaption [J]. Journal of the Royal Statistical Sotiety, Series B, 1995, 57(2): 371-394.
[27]
Yu Keming, Jones M C. Local linear quantile regression [J]. Journal of the American Statistical Association, 1998, 93(441): 228-237.
[28]
Peter C. Elements of financial risk management, second edition [M].Massachusetts,US: Academic Press, 2011.
[29]
Hendricks D. Evaluation of Value-at-Risk models using historical data [J]. Economic Policy Review, 1996, 2(4): 39-70.
[30]
Kupiec P H. Techniques for verifying the accuracy of risk measurement models [J]. Journal of Derivatives, 1995, 3(2): 73-84.
