Robustness for Point Processes
نویسندگان
چکیده
We consider robustness for estimation of point processes parameters. An influence functional measures the effect of contamination on estimators. We derive some of its properties, and use it to propose an M-estimator alternative to the MLE for the inhomogeneous Poisson process case. We also show the consistency and asymptotic normality of this estimator.
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تاریخ انتشار 1995