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arxiv: 1703.02376 · v2 · pith:ILSV77R3new · submitted 2017-03-07 · 🧮 math.PR · math.ST· stat.TH

On conditional least squares estimation for affine diffusions based on continuous time observations

classification 🧮 math.PR math.STstat.TH
keywords asymptoticaffinecasesconditionalcontinuouscriticaldiffusionsdrift
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We study asymptotic properties of conditional least squares estimators for the drift parameters of two-factor affine diffusions based on continuous time observations. We distinguish three cases: subcritical, critical and supercritical. For all the drift parameters, in the subcritical and supercritical cases, asymptotic normality and asymptotic mixed normality is proved, while in the critical case, non-standard asymptotic behavior is described.

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