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significantly better than the corresponding benchmark model estimated on return data alone. Hence the paper provides evidence on the …
Persistent link: https://www.econbiz.de/10005440036
affine models both in terms of fitting return and in terms of option valuation. For the affine models we find strong evidence … in favor of the component structure for both returns and options, but for the non-affine models the evidence is much less … strong in option valuation. The evidence in favor of the non-normal models is strong when fitting daily returns, but the non …
Persistent link: https://www.econbiz.de/10005440037
In this paper, we propose new tests for long memory in stationary and nonstationary time series possibly perturbed by short-run noise which may be serially correlated. The tests are all based on semiparametric estimators and exploit the self-similarity property of long memory processes. We o¤er...
Persistent link: https://www.econbiz.de/10005440038
The Pearson diffusions is a flexible class of diffusions defined by having linear drift and quadratic squared diffusion coefficient. It is demonstrated that for this class explicit statistical inference is feasible. Explicit optimal martingale estimating func- tions are found, and the...
Persistent link: https://www.econbiz.de/10005440039
A review is given of parametric estimation methods for discretely sampled multivariate diffusion processes. The main focus is on estimating functions and asymptotic results. Maximum likelihood estimation is briefly considered, but the emphasis is on computationally less demanding martingale...
Persistent link: https://www.econbiz.de/10005440043
We apply the fractionally integrated exponential GARCH with volatility-in-mean (FIEGARCH-M) model of Christensen, Nielsen & Zhu (2007) to estimate the risk premium after different crises occurred in major stock markets during the past two decades. The model allows keeping the long memory...
Persistent link: https://www.econbiz.de/10005440046
data set. Monte Carlo evidence and an empirical illustration using Danish data shows that this procedure can indeed improve …
Persistent link: https://www.econbiz.de/10005440058
We propose to use a variant of the local polynomial Whittle estimator to estimate the memory parameter in volatility for long memory stochastic volatility models with potential nonstation- arity in the volatility process. We show that the estimator is asymptotically normal and capable of...
Persistent link: https://www.econbiz.de/10005440062
Yule (1926) introduced the concept of spurious or nonsense correlation, and showed by simulation that for some nonstationary processes, that the empirical correlations seem not to converge in probability even if the processes were inde- pendent. This was later discussed by Granger and Newbold...
Persistent link: https://www.econbiz.de/10005440063
This paper extends the local polynomial Whittle estimator of Andrews & Sun (2004) to fractionally integrated processes covering stationary and non-stationary regions. We utilize the notion of the extended discrete Fourier transform and periodogram to extend the local polynomial Whittle estimator...
Persistent link: https://www.econbiz.de/10005440065