Linton, Oliver (2001) Estimating additive nonparametric models by partial Lq norm: the curse of fractionality. Econometric theory, 17 (6). pp. 1037-1050. ISSN 0266-4666
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Abstract
We propose a new method for estimating additive nonparametric regression models based on taking the Lq median of a sample of kernel estimators. We establish the consistency and asymptotic normality of our procedures. The rate of convergence depends on the value of q. For q > 3/2 one has the usual one-dimensional rate, but if q [less-than-or-equal] 3/2 the rate can be slower.
| Item Type: | Article |
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| Official URL: | http://journals.cambridge.org/action/displayJourna... |
| Additional Information: | © 2001 Cambridge University Press |
| Library of Congress subject classification: | H Social Sciences > HB Economic Theory |
| Sets: | Research centres and groups > Financial Markets Group (FMG) Collections > Economists Online Research centres and groups > Suntory and Toyota International Centres for Economics and Related Disciplines (STICERD) Departments > Economics |
| Rights: | http://www.lse.ac.uk/library/rights/LSERO.htm |
| URL: | http://eprints.lse.ac.uk/319/ |
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