On the Performance of Kernel Estimators
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B. Grund; P. Hall
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Article
📅
1993
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Elsevier Science
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English
⚖ 741 KB
We develop mathematical models for high-dimensional binary distributions, and apply them to the study of smoothing methods for sparse binary data. Specifically, we treat the kernel-type estimator developed by Aitchison and Aitken (Biometrika 63 (1976), 413-420). Our analysis is of an asymptotic natu