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On a singularity occurring in a self-correcting point process model
Authors:Harald Luschgy
Affiliation:(1) Institute of Mathematical Statistics, University of Münster, Einsteinstr. 62, D-4400 Münster, Germany
Abstract:In a self-correcting point process model a boundary point of the parameter set is shown to be singular. This means a local behavior of the model which is qualitatively different from the LAN (or LAMN) condition satisfied at the other parameter points. As a consequence we obtain a nonnormal limiting distribution of the ML-estimator normalized with the random Fisher information.Work supported by a Heisenberg grant of the Deutsche Forschungsgemeinschaft.
Keywords:Self-correcting point process  locally asymptotically quadratic model  locally asymptotically Brownian functional  ML-estimator  nonnormal limiting distribution
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