Bose, Arup ; Dutta, Santanu (2013) Density estimation using bootstrap bandwidth selector Statistics & Probability Letters, 83 (1). pp. 245-256. ISSN 0167-7152
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Official URL: http://doi.org/10.1016/j.spl.2012.08.027
Related URL: http://dx.doi.org/10.1016/j.spl.2012.08.027
Abstract
Smoothing methods for density estimators struggle when the shape of the reference density differs markedly from the actual density. We propose a bootstrap bandwidth selector where no reference distribution is used. It performs reliably in difficult cases and asymptotically outperforms well known automatic bandwidths.
| Item Type: | Article |
|---|---|
| Source: | Copyright of this article belongs to Elsevier Science. |
| ID Code: | 135050 |
| Deposited On: | 18 Jan 2023 08:56 |
| Last Modified: | 18 Jan 2023 08:56 |
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