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arxiv: 1310.4783 · v3 · pith:4CA2ZPFJnew · submitted 2013-10-17 · 🧮 math.ST · q-fin.ST· stat.TH

Asymptotic properties of maximum likelihood estimators for Heston models based on continuous time observations

classification 🧮 math.ST q-fin.STstat.TH
keywords asymptoticcasescontinuouscriticalestimatorshestonlikelihoodmaximum
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We study asymptotic properties of maximum likelihood estimators for Heston models based on continuous time observations of the log-price process. We distinguish three cases: subcritical (also called ergodic), critical and supercritical. In the subcritical case, asymptotic normality is proved for all the parameters, while in the critical and supercritical cases, non-standard asymptotic behavior is described.

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