2–5 Jul 2024
Osijek
Europe/Zagreb timezone

Asymptotics of AMLE of drift parameters in an ergodic diffusion model

3 Jul 2024, 16:25
20m
D8 (School of Applied Mathematics and Informatics, J. J. Strossmayer University of Osijek)

D8

School of Applied Mathematics and Informatics, J. J. Strossmayer University of Osijek

Trg Ljudevita Gaja 6, Osijek
Talk PSF: Probability, Statistics and Financial Mathematics Probability, Statistics and Financial Mathematics

Speaker

Miljenko Huzak (Depathemt of Mathematics, Faculty of Science, University of Zagreb)

Description

In case of an equidistant sampling of an ergodic diffusion path such that
the maximal time of observation tends to infinity and size of time interval subdivision tends to zero, we have investigated an asymptotic normality of the difference between approximate maximum likelihood estimator (AMLE) and maximum likelihood estimator based on continuous observation (MLE).
We use this property for estimating AMLE’s standard errors that accounts
effect of discretization.

Primary author

Miljenko Huzak (Depathemt of Mathematics, Faculty of Science, University of Zagreb)

Presentation materials

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