A Note on Asymptotic Behavior of the Nonparametric Density Estimators in Multivariate Mixtures |
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| Authors: | Reza Pakyari |
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| Institution: | 1. Department of Mathematics , Arak University , Arak, Iran r-pakyari@araku.ac.ir |
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| Abstract: | The asymptotic behavior of the nonparametric density estimator has been given for a multivariate mixture model. It has been observed that the estimator is asymptotically normally distributed with bias of size h 2 and variance of size (nh)?1. |
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| Keywords: | Asymptotic bahaviour Bandwidth Independent marginals Kernel methods Nonparametric density estimation |
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