Showing 1 - 10 of 311
various assumptions about the underlying price process including large drifts, stochastic volatility with leverage effects and … futures data sampled at a 5-minute frequency. A state-space framework reveals the latent stochastic volatility process and …
Persistent link: https://www.econbiz.de/10005858502
In this paper, we review the most common specifications of discrete-time stochasticvolatility (SV) models and illustrate the major principles of corresponding MarkovChain Monte Carlo (MCMC) based statistical inference. We provide a hands-on approachwhich is easily implemented in empirical...
Persistent link: https://www.econbiz.de/10005862429
The long memory characteristic of financial market volatility is well documentedand has important implications for … volatility forecasting and optionpricing. When fitted to the same data, different volatility models calculate theunconditional … variance differently and could have very different volatility persistentparameters. Hence, they produce very different …
Persistent link: https://www.econbiz.de/10005870000
While it is widely agreed that Purchasing Power Parity (PPP) holds as a long-runconcept the specific dynamic driving the process is largely build upon a priori economicbelief rather than a thorough statistical modeling procedure. The two prevailing timeseries models, i.e. the exponential smooth...
Persistent link: https://www.econbiz.de/10009302598
This paper focuses on the robust Effcient Method of Moments (EMM) estimation of a general parametric stationary process …
Persistent link: https://www.econbiz.de/10005858309
This paper extends the cross sectionally augmented panel unit root test proposed byPesaran (2007) to the case of a multifactor error structure. The basic idea is to exploitinformation regarding the unobserved factors that are shared by other time series in additionto the variable under...
Persistent link: https://www.econbiz.de/10005860582
While stochastic volatility models improve on the option pricing error when compared to theBlack-Scholes-Merton model …
Persistent link: https://www.econbiz.de/10005868652
Controllability of longer-term interest rates requires that the persis-tence of their deviations from the central bank's policy rate (i.e. thepolicy spreads) remains suffciently low. This paper applies fractionalintegration techniques to assess the persistence of policy spreads ofeuro area money...
Persistent link: https://www.econbiz.de/10005865428
identically distributed normal returns, and as consequencedevelop an improved model for non-stationary returns. Therein volatility …
Persistent link: https://www.econbiz.de/10005869539
This paper proposes validation using simulation based indirect estimation. It uses typical characteristic moments of …
Persistent link: https://www.econbiz.de/10009138391