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Boundary bias correction in nonparametric density estimation |
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| Authors: | Rianto A Djojosugito Paul L Speckman |
| Institution: | Department of Statistics , University of Missouri-Columbia , Columbia, MO, 65211 |
| Abstract: | An approach for removing boundary bias in nonparametric density esti-mation is considered. The technique is based on suitable finite-dimensional projections in Hilbert space. Applications to boundary bias removal with kernel and trigonometric series estimators are presented. |
| Keywords: | boundary bias kernel estimators trigonometric series estimator rates of convergence projection operator |