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measures based on the assumption that volatility changes over time. The introduction of the original ARCH model by Engle has … spawned an ever increasing variety of models such as GARCH, EGARCH, NARCH, ARCH-M MARCH and the Taylor–Schwert model. The …
Persistent link: https://www.econbiz.de/10010872571
We develop generalised indirect inference procedures that handle equality and inequality constraints on the auxiliary model parameters. We also show that the asymptotic efficiency of such estimators can never decrease by explicitly taking into account Lagrange multipliers associated with...
Persistent link: https://www.econbiz.de/10010745065
We examine the relationship between the risk premium on the S&P500 index total return and its conditional variance. We propose a new semiparametric model in which the conditional variance process is parametric, while the conditional mean is an arbitrary function of the conditional variance. For...
Persistent link: https://www.econbiz.de/10010745701
We investigate a new separable nonparametric model for time series, which includes many ARCH models and AR models …
Persistent link: https://www.econbiz.de/10010746316
The short term and long term stock price volatility changes around bonus and rights issue announcements have been examined using historical volatility estimation and time varying volatility approach. The results show that the historical volatility has increased after bonus and rights issue...
Persistent link: https://www.econbiz.de/10010748097
In this paper a new ARCH-type volatility model is proposed. The Range-based Heterogeneous Autoregressive Conditional … compared with selected ARCH-type models with particular emphasis on forecasting accuracy. All models are estimated using data …
Persistent link: https://www.econbiz.de/10010752704
In this paper we introduce the nonparametric AR(1)–ARCH(1) model and show weak consistency of the Nadaraya …
Persistent link: https://www.econbiz.de/10010752966
work. The state-of-the-art on the nonlinear modeling of financial returns is given by the popular ARCH (Auto …
Persistent link: https://www.econbiz.de/10010817554
It is well known that in the context of the classical regression model with heteroskedastic errors, while ordinary least squares (OLS) is not efficient, the weighted least squares (WLS) and quasi-maximum likelihood (QML) estimators that utilize the information contained in the heteroskedasticity...
Persistent link: https://www.econbiz.de/10010709950
-iid returns often exhibit ARCH effects and structural breaks, with largest breaks located within financial crises. Also, only a … strategies and benchmarks, but still both ARCH and breaks are present. Our work contributes to the hedge fund literature in terms …
Persistent link: https://www.econbiz.de/10011118058