Showing 1 - 10 of 47
penalised through higher capital charges. This paper investigates the performance of five popular volatility models that can be …
Persistent link: https://www.econbiz.de/10008484079
both the ARMA(1,1)-GARCH(1,1) and ARMA(3,2)-GJR(1,1) models are suitable for modelling ENSO volatility. Moreover, 1998 is a … purpose of this paper is to analyze these two indexes in order to capture ENSO volatility. The empirical results show that … turning point for the volatility of SOI, and the ENSO volatility has became stronger since 1998 which indicates that the ENSO …
Persistent link: https://www.econbiz.de/10005034225
Moment restriction-based econometric modelling is a broad class which includes the parametric, semiparametric and nonparametric approaches. Moments and conditional moments themselves are nonparametric quantities. If a model is specified in part up to some finite dimensional parameters, this will...
Persistent link: https://www.econbiz.de/10008680772
In this paper, we develop a modified maximum likelihood (MML) estimator for the multiple linear regression model with underlying student t distribution. We obtain the closed form of the estimators, derive the asymptotic properties, and demonstrate that the MML estimator is more appropriate for...
Persistent link: https://www.econbiz.de/10008680773
This paper revisits inflation forecasting using reduced form Phillips curve forecasts, i.e., inflation forecasts using … persistence. Through a \textit{real-time} out-of-sample forecasting exercise we show that our model specification generally … provides superior one-quarter and one-year ahead forecasts for quarterly inflation relative to a whole range of forecasting …
Persistent link: https://www.econbiz.de/10008527616
This paper develops a return forecasting methodology that allows for instabil ity in the relationship between stock …, and for uncertainty about the inclusion of forecasting variables, and about the parameter values by em ploying Bayesian … from a passive buy-and-hold strategy to an active strategy based on a return forecasting model that allows for model and …
Persistent link: https://www.econbiz.de/10005450873
The accuracy of real-time forecasts of macroeconomic variables that are subject to revisions may crucially depend on the choice of data used to compare the forecasts against. We put forward a flexible time-varying parameter regression framework to obtain early estimates of the final value of...
Persistent link: https://www.econbiz.de/10005450915
We consider tests for sudden changes in the unconditional volatility of conditionally heteroskedastic time series based … the correct null hypothesis of no volatility change is rejected much too frequently. Applying the tests to standardized … residuals from an estimated GARCH model results in good size and reasonable power properties when testing for a single break in …
Persistent link: https://www.econbiz.de/10004991110
In this paper we propose a Bayesian analysis of seasonal unit roots in quarterly observed time series. Seasonal unit root processes are useful to describe economic series with changing seasonal fluctuations. A natural alternative model for similar purposes contains deterministic seasonal mean...
Persistent link: https://www.econbiz.de/10005696111
- Maximum Likelihood Estimator for a general nonlinear conditional mean model with first-order GARCH errors. …
Persistent link: https://www.econbiz.de/10008800914