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http://hdl.handle.net/1942/214
Title: | Sparse consistency and smoothing for multinomial data | Authors: | AERTS, Marc Augustyns, Ilse JANSSEN, Paul |
Issue Date: | 1997 | Source: | STATISTICS & PROBABILITY LETTERS, 33(1). p. 41-48 | Abstract: | For sparse multinomial data we study sparse consistency rates for frequency estimators and for local polynomial cell probability estimators. Our results illustrate the beneficial effect of nonparametric smoothing. Compared to sparse consistency properties for maximum penalized likelihood cell probability estimators our results require less stringent conditions and allow more flexible sparseness conditions | Document URI: | http://hdl.handle.net/1942/214 | DOI: | 10.1016/S0167-7152(96)00108-3 | Type: | Journal Contribution |
Appears in Collections: | Research publications |
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