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Bandwidth selection for kernel based interval estimation of a density

Bandwidth selection for kernel based interval estimation of a density

It is always useful to have a confidence interval, along with a single estimate of the parameter of interest. We propose a new algorithm for kernel based interval estimation of a density, with an aim to minimize the coverage error. The bandwidth used in the estimator is chosen by minimizing …