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Nonparametric estimation of the log odds ratio for sparse data by kernel smoothing

✍ Scribed by Ziqi Chen; Ning-Zhong Shi; Wei Gao


Book ID
116890277
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
215 KB
Volume
81
Category
Article
ISSN
0167-7152

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On the Performance of Kernel Estimators
✍ B. Grund; P. Hall πŸ“‚ Article πŸ“… 1993 πŸ› Elsevier Science 🌐 English βš– 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