Title of article :
RCA model with quadratic GARCH innovation distribution
Author/Authors :
Appadoo، نويسنده , , S.S. and Thavaneswaran، نويسنده , , A. and Mandal، نويسنده , , S.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Abstract :
Rapid development of time series models addressing volatility has recently been reported in the financial literature. Often the standardized residuals from an RCA (Random coefficient autoregressive) model still has fat tails, thus suggesting using a fat-tailed error distribution instead. Kurtosis of GARCH model plays an important role in option pricing applications with real data. This paper considers some volatility models with quadratic GARCH innovations and derive the kurtosis of the process.
Keywords :
kurtosis , Fat tailed innovation distribution , GARCH model , Random coefficient autoregressive model , Variance
Journal title :
Applied Mathematics Letters
Journal title :
Applied Mathematics Letters