In this paper, we study a bias reduced kernel density estimator and derive a nonparametric \(φ\)-divergence estimator based on this density estimator. We investigate the asymptotic properties of these two estimators and we formulate an asymptotically standard normal test for model selection.
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Nkurunziza et al. (2020) studied this question.
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