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Abstract Using recently proposed estimators of the variation of positive and negative returns (“realized semivariances”), and high frequency data for the S&P 500 index and 105 individual stocks, this paper sheds new light on the predictability of equity price volatility. We show that future...
Persistent link: https://www.econbiz.de/10013092293
Accurate prediction of risk measures such as Value at Risk (VaR) and Expected Shortfall (ES) requires precise … techniques in applications of Value-at-Risk prediction in GARCH models …
Persistent link: https://www.econbiz.de/10013064150
This study explores the predictive power of new estimators of the equity variance risk premium and conditional variance for future excess stock market returns, economic activity, and financial instability, both during and after the last global financial crisis. These estimators are obtained from...
Persistent link: https://www.econbiz.de/10012925879
In this paper, we estimate, model and forecast Realized Range Volatility, a realized measure and estimator of the quadratic variation of financial prices. This quantity was early introduced in the literature and it is based on the high-low range observed at high frequency during the day. We...
Persistent link: https://www.econbiz.de/10013076452
This paper proposes a Near Explosive Random-Coefficient autoregressive model for asset pricing which accommodates both the fundamental asset value and the recurrent presence of autonomous deviations or bubbles. Such a process can be stationary with or without fat tails, unit-root nonstationary...
Persistent link: https://www.econbiz.de/10013076483
We simulate a simplified version of the price process including bubbles and crashes proposed in Kreuser and Sornette (2018). The price process is defined as a geometric random walk combined with jumps modelled by separate, discrete distributions associated with positive (and negative) bubbles....
Persistent link: https://www.econbiz.de/10012836362
. The merits of the proposed specifications are assessed by means of an application to the prediction of Value at Risk (VaR …
Persistent link: https://www.econbiz.de/10012839665
We propose a state-space model (SSM) for commodity prices that combines the competitive storage model with a stochastic trend. This approach fits into the economic rationality of storage decisions, and adds to previous deterministic trend specifications of the storage model. Parameters are...
Persistent link: https://www.econbiz.de/10012844277
Turkish Abstract: Çalışmada, İMKB 100 endeksinin 1995-2004 dönemine ait günlük ve haftalık verileri kullanılarak, finansal verilerde sıkça rastlanan volatilite kümelenmesi, asimetrik fiyat hareketleri, kaldıraç etkisi ve kalın kuyruk özellikleri araştırılmış, volatiliteyi...
Persistent link: https://www.econbiz.de/10012951155
Turkish Abstract: Çalışmada, 15 adet simetrik ve asimetrik GARCH modeli ile İMKB Bileşik, Mali, Hizmet ve Sınai endekslerindeki volatilite modellenerek, örneklem dışı öngörülerde bulunulmakta ve öngörülerin güvenilirliği ele alınmaktadır. Bu amaçla öncelikle 1997-2004...
Persistent link: https://www.econbiz.de/10012951259