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A consistent kernel estimator of the limiting spectral distribution ofgeneral sample covariance matrices was introduced in Jing, Pan, Shao and Zhou(2010). The central limit theorem of the kernel estimator is proved in thispaper.

Central limit theorem of nonparametric estimate of spectral density functions of sample covariance matrices