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We present an econometric method for estimating the parameters of a diffusion model from discretely sampled data. The estimator is transparent, adaptive, and inherits the asymptotic properties of the generally unattainable maximum likelihood estimator. We use this method to estimate a new...
Persistent link: https://www.econbiz.de/10013235636
Ultra-high frequency data are complete transactions data which inherently arrive at random times. Marked point processes provide a theoretical framework for analysis of such data sets. The ACD model developed by Engle and Russell (1995) is then applied to IBM transactions data to develop...
Persistent link: https://www.econbiz.de/10013226922
We develop and implement a new method for maximum likelihood estimation in closed-form of stochastic volatility models … unobservable volatility state, to an approximate likelihood procedure where the volatility state is replaced by the implied … volatility of a short dated at-the-money option. We find that the approximation results in a negligible loss of accuracy. We …
Persistent link: https://www.econbiz.de/10012767654
imposed in CIR-style models and models in which the state variables are the stochastic long-run mean and volatility of r …
Persistent link: https://www.econbiz.de/10012774938
When estimates of variances are used to make asset allocation decisions, underestimates of population variances lead to lower expected utility than equivalent overestimates: a utility based criterion is asymmetric, unlike standard criteria such as mean squared error. To illustrate how to...
Persistent link: https://www.econbiz.de/10013322146
We provide a framework for evaluating and improving multivariate density forecasts. Among other things, the multivariate framework lets us evaluate the adequacy of density forecasts involving cross-variable interactions, such as time-varying conditional correlations. We also provide conditions...
Persistent link: https://www.econbiz.de/10013239958
States, the United Kingdom, and Germany using the Campbell-Shiller (1991) regressions and a vector …-problem effects is largely consistent with term structure data from the U.S., U.K., and Germany …
Persistent link: https://www.econbiz.de/10013232709
econometric performance of regime-switching models for interest rate data from the US, Germany and the UK. There is strong … shocks on economic aggregates. Moreover, the implied volatility and drift functions are rich enough to resemble those …
Persistent link: https://www.econbiz.de/10012774902
Market participants' forecasts of future exchange rate volatility can be recovered from option contracts on foreign … currencies. Such implicit volatility forecasts for four currencies are used to test rational expectations jointly with the … version of market rationality: the market can correctly forecast the direction of the change in exchange rate volatility. This …
Persistent link: https://www.econbiz.de/10013242912
forecasting of daily and lower frequency volatility and return distributions. Most procedures for modeling and forecasting … ARCH or stochastic volatility models, which often perform poorly at intraday frequencies. Use of realized volatility … variation, we formally develop the links between the conditional covariancematrix and the concept of realized volatility. Next …
Persistent link: https://www.econbiz.de/10012787458