Itô Conditional Moment Generator and the Estimation of Short-Rate Processes
Hao Zhou
Journal of Financial Econometrics, 2003, vol. 1, issue 2, 250-271
Abstract:
This article exploits the Itô's formula to derive the conditional moments vector for the class of interest rate models that allow for nonlinear volatility and flexible jump specifications. Such a characterization of continuous-time processes by the Itô conditional moment generator noticeably enlarges the admissible set beyond the affine jump-diffusion class. A simple generalized method of moments (GMM) estimator can be constructed based on the analytical solution to the lower-order moments, with natural diagnostics of the conditional mean, variance, skewness, and kurtosis. Monte Carlo evidence suggests that the proposed estimator has desirable finite sample properties relative to the asymptotically efficient maximum- likelihood estimator (MLE). The empirical application singles out the nonlinear quadratic variance as the key feature of the U.S. short-rate dynamics. , .
Date: 2003
References: Add references at CitEc
Citations: View citations in EconPapers (17)
There are no downloads for this item, see the EconPapers FAQ for hints about obtaining it.
Related works:
Working Paper: Itô conditional moment generator and the estimation of short rate processes (2003) 
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:oup:jfinec:v:1:y:2003:i:2:p:250-271
Ordering information: This journal article can be ordered from
https://academic.oup.com/journals
Access Statistics for this article
Journal of Financial Econometrics is currently edited by Allan Timmermann and Fabio Trojani
More articles in Journal of Financial Econometrics from Oxford University Press Oxford University Press, Great Clarendon Street, Oxford OX2 6DP, UK. Contact information at EDIRC.
Bibliographic data for series maintained by Oxford University Press ().