Minimum local distance density estimation
We present a local density estimator based on first-order statistics. To estimate the density at a point, x, the original sample is divided into subsets and the average minimum sample distance to x over all such subsets is used to define the density estimate at x. The tuning parameter is thus the nu...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
Informa UK Limited,
2018-07-11T14:20:57Z.
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| Subjects: | |
| Online Access: | Get fulltext |