Asymptotic behavior of robust estimators in partially linear models with missing responses: The effect of estimating the missing probability on the simplified marginal estimators
| العنوان: | Asymptotic behavior of robust estimators in partially linear models with missing responses: The effect of estimating the missing probability on the simplified marginal estimators |
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| المؤلفون: | Bianco, Ana María, Boente, Graciela Lina |
| سنة النشر: | 2011 |
| المجموعة: | Biblioteca Digital FCEN-UBA (Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires) |
| مصطلحات موضوعية: | Fisher-consistency, Kernel weights, M-location functionals, Missing at random, Nonparametric regression, Robust estimation |
| الوصف: | In this paper, we consider a semiparametric partially linear regression model where missing data occur in the response. We derive the asymptotic behavior of the robust estimators for the regression parameter and of the weighted simplified location estimator introduced in Bianco et al. (Comput. Stat. Data Anal. 54:546-564, 2010a). For the latter, consistency results and the asymptotic distribution are derived when the missing probability is known and also when it is estimated. © 2010 Sociedad de Estadística e Investigación Operativa. ; Fil:Bianco, A. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. ; Fil:Boente, G. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. |
| نوع الوثيقة: | other/unknown material |
| اللغة: | unknown |
| العلاقة: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_11330686_v20_n3_p524_BiancoTest; http://hdl.handle.net/20.500.12110/paper_11330686_v20_n3_p524_BiancoTest |
| الإتاحة: | https://doi.org/20.500.12110/paper_11330686_v20_n3_p524_BiancoTest https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_11330686_v20_n3_p524_BiancoTest https://hdl.handle.net/20.500.12110/paper_11330686_v20_n3_p524_BiancoTest |
| رقم الانضمام: | edsbas.13567EDC |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |