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Implied volatility (IV) reflects both expected empirical volatility and also risk premia. Stochastic variation in … volatilities and correlations among daily IVs from options on 28 large cap stocks. The data strong support a general correlation …
Persistent link: https://www.econbiz.de/10013036733
good on the present set of measures as the stochastic volatility models, with or without dynamic correlation. …The focus of this article is using dynamic correlation models for the calculation of minimum variance hedge ratios …. Modelling the correlation explicitly is shown to produce the best hedges when applied to the simulated data. For financial time …
Persistent link: https://www.econbiz.de/10011372522
Persistent link: https://www.econbiz.de/10009720703
We introduce a new fractionally integrated model for covariance matrix dynamics based on the long-memory behavior of daily realized covariance matrix kernels and daily return observations. We account for fat tails in both types of data by appropriate distributional assumptions. The covariance...
Persistent link: https://www.econbiz.de/10011531139
Cholesky multivariate stochastic volatility model.It establishes that systematically different dynamic restrictions are imposed … divergent when volatility clusters idiosyncratically.It is illustrated that this property is important for empirical … indicate that conclusions may critically hinge on a selectedordering of variables. The dynamic correlation Cholesky …
Persistent link: https://www.econbiz.de/10012250452
Cholesky multivariate stochastic volatility model. It establishes that systematically different dynamic restrictions are … divergent when volatility clusters idiosyncratically. It is illustrated that this property is important for empirical … indicate that conclusions may critically hinge on a selected ordering of variables. The dynamic correlation Cholesky …
Persistent link: https://www.econbiz.de/10012424283
If the intensity parameter in a jump diffusion model is identically zero, then parameters characterizing the jump size density cannot be identified. In general, this lack of identification precludes consistent estimation of identified parameters. Hence, it should be standard practice to...
Persistent link: https://www.econbiz.de/10010361470
We propose a new nonparametric test to determine whether finite-activity jumps are present in a discretely observed price process. For a univariate Itô semimartingale, we introduce the concept of censored increments for observations recursively sampled at exit times with respect to a symmetric...
Persistent link: https://www.econbiz.de/10013321639
Agents' heterogeneity is recognized as a driver mechanism for the persistence of financial volatility. We focus on the … multiplicity of investment strategies' horizons, we embed this concept in a continuous time stochastic volatility framework and … estimating parameters in a stochastic volatility model is challenging, we introduce a robust methodology based on the Generalized …
Persistent link: https://www.econbiz.de/10013090892
We propose different schemes for option hedging when asset returns are modeled using a general class of GARCH models. More specifically, we implement local risk minimization and a minimum variance hedge approximation based on an extended Girsanov principle that generalizes Duan's (1995) delta...
Persistent link: https://www.econbiz.de/10013065375