統計数学セミナー
Seminar on Probability and Statistics
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Seminar on Probability and Statistics
Tuesday April 8 2014
Tokyo 052
1:00-2:10 pm


Parametric estimation in fractional Ornstein-Uhlenbeck process


Alexandre Brouste
Universite du Maine, France

Abstract

Several statistical models that imply the fractional Ornstein-Uhlenbeck (fOU) process will be presented: direct observations of the process or partial observations in an additive independent noise, continuous observations or discrete observations. In this different settings, we exhibit large sample (or high-frequency) asymptotic properties of the estimators (maximum likelihood estimator, quadratic variation based estimator, moment estimator, …) for all parameters of interest of the fOU. We also illustrate our results with the R package yuima.




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Seminar on Probability and Statistics