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Nonparametric inference for thinned point process

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Abstract

We consider possibly dependent data N1', ..., Nn' of the p-thinning N' of a point process N and construct estimators and of the thinning function p and of the Laplace functional of N. Under mixing conditions we prove the mean square convergence of , the uniform almost sure convergence of and and the asymptotic normality of .

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