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Tse (1998) proposes a model which combines the fractionally integrated GARCH formulation of Baillie, Bollerslev and Mikkelsen (1996) with the asymmetric power ARCH specification of Ding, Granger and Engle (1993). This paper analyzes the applicability of a multivariate constant conditional...
Persistent link: https://www.econbiz.de/10003747371
In this study, the performance of the Multifractal Model of Asset Returns (MMAR) was examined for stock index returns of four emerging markets. The MMAR, which takes into account stylized facts of financial time series, such as long memory, fat tails and trading time, was developed as an...
Persistent link: https://www.econbiz.de/10011474619
vary according to whether they are in low or high volatility regimes. …
Persistent link: https://www.econbiz.de/10011479769
One of the most popular univariate asymmetric conditional volatility models is the exponential GARCH (or EGARCH …) specification. In addition to asymmetry, which captures the different effects on conditional volatility of positive and negative … subsequent shocks to volatility. However, the statistical properties of the (quasi-) maximum likelihood estimator of the EGARCH …
Persistent link: https://www.econbiz.de/10010392823
measuring the contemporaneous correlation between the return shock and the volatility shock. We show that the contemporaneous … the proposed model are analyzed. The estimation of the model with the SP500 excess return series lends a mild support for …
Persistent link: https://www.econbiz.de/10013133961
In assessing drivers of commodity prices and volatility at this stage of the current super-cycle in commodities (year …
Persistent link: https://www.econbiz.de/10013120803
In this paper we discuss univariate and multivariate statistical properties of volatility with the aim of understanding … stock's volatilities and the volatility clustering. Volatility clustering is related to the memory property of the … volatility time-series and therefore to its predictability. Our results show that there exists a relationship between the level …
Persistent link: https://www.econbiz.de/10013099664
In this paper a flexible model for correlation in high frequency data is proposed, which maintains the data's discrete nature and captures features such as asymmetry and excess zeros. The model uses an a theoretical approach based on that of an ARIMA model. This model works with price changes...
Persistent link: https://www.econbiz.de/10013104300
contribution to overall realized variation and their contribution to predictive regressions of realized volatility. We find …
Persistent link: https://www.econbiz.de/10013092868
This study examines the impact of volatility shifts on volatility persistence for three major sector indices of … volatility shifts which are determined by using iterated cumulative sums of squares (ICSS) and modified ICSS algorithms such as … Kappa-1 (κ-1) and Kappa-2 (κ-2). The results indicate that the inclusion of volatility shifts in the model substantially …
Persistent link: https://www.econbiz.de/10013112985