Showing 1 - 10 of 44
In cointegration analysis, when considering a hypothesis of the kind beta =(H_1*phi_1,...,H_n*phi_n) the estimator is a simple switching method that requires starting values. We propose using additional restrictions, then solutions of an eigenvector problem may be used as starting values. Using...
Persistent link: https://www.econbiz.de/10005649252
We introduce a new approximation method for the distribution of functions of random variables that are real-valued. The approximation involves moment matching and exploits properties of the class of normal inverse Gaussian distributions. In the paper we examine the how well the different...
Persistent link: https://www.econbiz.de/10005100524
Here we present a general framework for a GARCH (1,1) type of process with innovations with a probability law of the mean- variance mixing type, therefore we call the process in question the mean variance mixing GARCH \ (1,1) or MVM GARCH\(1,1). One implication is a GARCH\ model with skewed...
Persistent link: https://www.econbiz.de/10005063642
Our objective is volatility forecasting, which is core to many risk management problems. We provide theoretical explanations for (i) the empirical stylized fact recognized at least since Taylor (1986) and Ding, Granger, and Engle (1993) that absolute returns show more persistence than squared...
Persistent link: https://www.econbiz.de/10005564809
This paper bridges the gap between traditional ARCH modelling and recent advances on realized volatilities. Based on a ten-year sample of five-minute returns for the ECU basket currencies versus the US dollar, we find that the realized volatilities constructed from the summation of the...
Persistent link: https://www.econbiz.de/10005241899
This paper demonstrates that long memory leads to spurious rejection of the linearity hypothesis, when a STAR specification constitutes the alternative.
Persistent link: https://www.econbiz.de/10005423859
In this paper we show the consequences of applying a panel unit root test when testing for a purchasing power parity relationship. The distribution of the tests investigated, including the IPS test of Im et al (1997), are influenced by a common stochastic trend which is usually not accounted...
Persistent link: https://www.econbiz.de/10005423880
Persistent link: https://www.econbiz.de/10005429435
We propose a seasonal cointegration model (SECM) for quarterly data which includes variables with different numbers of unit roots and thus needs to be transformed in different ways in order to yield stationarity. A Monte Carlo simulation is carried out to investigate the consequences of...
Persistent link: https://www.econbiz.de/10005464171
This paper develops an improved test of economic convergence or divergence using time series methods by introducing nonlinear trends in the form of logarithmic trend functions into the vector error correction model. The usefulness of the method is illustrated in an analysis of the growth pattern...
Persistent link: https://www.econbiz.de/10010793982