Abstract
A nonparametric mode estimator is proposed. For n points sampled from a unimodal distribution in Rd, the estimator has time complexity O(dn), without any pruning of the observations. Consistency and strong consistency of the estimator are proved under certain conditions.
Original language | English |
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Article number | 108670 |
Number of pages | 6 |
Journal | Statistics and Probability Letters |
Volume | 158 |
DOIs | |
Publication status | Published - 1 Mar 2020 |
Keywords
- Multidimensional space
- Nonparametric mode estimator
- ROBUST ESTIMATORS
- EMPIRICAL PROCESSES
- EFFICIENT ESTIMATION