Higher Moments and Prediction-Based Estimation for the COGARCH(1,1) Model

作者: Enrico Bibbona , Ilia Negri

DOI: 10.1111/SJOS.12142

关键词: Probability and statisticsMathematicsEstimationEstimation theoryAutoregressive conditional heteroskedasticityEconometrics

摘要: COGARCH models are continuous time version of the well known GARCH nancial returns. They solution a stochastic dierential

参考文章(20)
Claudia Klüppelberg, Alexander Szimayer, Ross Maller, The COGARCH: a review, with news on option pricing and statistical inference Social Science Research Network. pp. 29- 58 ,(2011) , 10.4171/072
G. Muller, MCMC Estimation of the COGARCH(1,1) Model Journal of Financial Econometrics. ,vol. 8, pp. 481- 510 ,(2010) , 10.1093/JJFINEC/NBQ029
Dilip B. Madan, Eugene Seneta, The Variance Gamma (V.G.) Model for Share Market Returns The Journal of Business. ,vol. 63, pp. 511- 524 ,(1990) , 10.1086/296519
Jan Kallsen, Bernhard Vesenmayer, COGARCH as a continuous-time limit of GARCH(1,1) Stochastic Processes and their Applications. ,vol. 119, pp. 74- 98 ,(2009) , 10.1016/J.SPA.2007.12.008
Claudia Klüppelberg, Alexander Lindner, Ross Maller, A continuous-time GARCH process driven by a Lévy process: stationarity and second-order behaviour Journal of Applied Probability. ,vol. 41, pp. 601- 622 ,(2004) , 10.1239/JAP/1091543413
Michael Sørensen, Prediction-based estimating functions: Review and new developments Brazilian Journal of Probability and Statistics. ,vol. 25, pp. 362- 391 ,(2011) , 10.1214/11-BJPS148
Susanne Ditlevsen, Michael Sorensen, Inference for Observations of Integrated Diffusion Processes Scandinavian Journal of Statistics. ,vol. 31, pp. 417- 429 ,(2004) , 10.1111/J.1467-9469.2004.02_023.X
Michael Sørensen, Prediction-based estimating functions Econometrics Journal. ,vol. 3, pp. 123- 147 ,(2000) , 10.1111/1368-423X.00042
Peter J. Brockwell, Time Series: Theory and Methods ,(2009)
S. Haug, C. Klüppelberg, A. Lindner, M. Zapp, Method of moment estimation in the COGARCH(1,1) model Econometrics Journal. ,vol. 10, pp. 320- 341 ,(2007) , 10.1111/J.1368-423X.2007.00210.X