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Estimation of the volatility of time series has taken off since the introduction of the GARCH and stochastic volatility … unobserved stochastic volatility, and the varying approaches that have been taken for such estimation. In order to simplify the … comprehension of these estimation methods, the main methods for estimating stochastic volatility are discussed, with focus on their …
Persistent link: https://www.econbiz.de/10010325989
forecasts gain from conditioning on volatility. Empirical results support the view that the relationship of interest might be …
Persistent link: https://www.econbiz.de/10010296439
Das in Finanzmarktdaten zu beobachtende volatility-clustering impliziert, daß große Renditeschocks bei der Preisbildung …The volatility clustering observed in financial market data implies that large net yield shocks increase the … probability of a higher future volatility during the price formation. Starting from the ARCH models which were suggested by Engle …
Persistent link: https://www.econbiz.de/10010296494
We examine the performance of volatility models that incorporate features such as long (short) memory, regime …-t). Second, we perform a comprehensive panel forecasting analysis of the MSM models as well as other competing volatility models … (GMM) estimation are both suitable for MSM-t models, (ii) empirical panel forecasts of MSM-t models show an improvement …
Persistent link: https://www.econbiz.de/10010265243
characterized by volatility clustering and asymmetry. Also revealed as a stylized fact is Long memory or long range dependence in … market volatility, with significant impact on pricing and forecasting of market volatility. The implication is that models … that accomodate long memory hold the promise of improved long-run volatility forecast as well as accurate pricing of long …
Persistent link: https://www.econbiz.de/10010274140
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/10011422185
rates at a given future date triggers a reduction in exchange rate volatility during the interim period. Using a Markov …-switching GARCH model this paper estimates the volatility processes of four EMU exchange rate returns vis-?-vis the German mark using …
Persistent link: https://www.econbiz.de/10010295594
Market analysts and central banks often use the implied volatility of FX options as an indicator of expected exchange … deviate the value of implied volatility from the exchange rate variability expected by the market. These biasing factors are … one month. However, implied volatility provides a biased estimate, and does not encompass the information included in …
Persistent link: https://www.econbiz.de/10010322417
observed that the volatility shocks are quite persistent and take a long time to die out. September 11, 2001incident and … thereafter war on terror has increased the conditional volatility of foreign direct investment and has statistically significant … volatility. One interesting finding of this study is that the impact of Non-Democratic regime before September, 11 scenario is …
Persistent link: https://www.econbiz.de/10011938300
describe the most typical features of capital markets like volatility clustering, excess kurtosis and fat tails. As empirical … evidence shows asymmetry is also a prominent feature of stock market returns volatility. The reaction of risk if stock returns …
Persistent link: https://www.econbiz.de/10010270556