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Bianco, A.M.; Boente, G.; González-Manteiga, W.; Pérez-González, A. "Robust inference in partially linear models with missing responses" (2015) Statistics and Probability Letters. 97:88-98
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Abstract:

We consider robust testing on the regression parameter of a partially linear regression model, where missing responses are allowed. We derive the asymptotic behavior of the proposed test statistic under the null and contiguous alternatives. A numerical study is performed. © 2014 Elsevier B.V.

Registro:

Documento: Artículo
Título:Robust inference in partially linear models with missing responses
Autor:Bianco, A.M.; Boente, G.; González-Manteiga, W.; Pérez-González, A.
Filiación:Instituto de Cálculo, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Pabellón 2, Buenos Aires, 1428, Argentina
CONICET, Av. Rivadavia 1917, Buenos Aires, 1429, Argentina
Departamento de Matemáticas, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Pabellón 1, Buenos Aires, 1428, Argentina
IMAS, CONICET, Ciudad Universitaria, Pabellón 1, Buenos Aires, 1428, Argentina
Departamento de Estatística e Investigación Operativa, Facultad de Matemáticas, Universidad de Santiago de Compostela, Santiago de Compostela, 15782, Spain
Departamento de Estadística e Investigación Operativa, Facultad de Empresariales y Turismo, Universidad de Vigo, Campus de Orense, Orense, 32004, Spain
Palabras clave:Hypothesis testing; Kernel weights; M-location functionals; Missing at random; Partly linear models; Robust estimation
Año:2015
Volumen:97
Página de inicio:88
Página de fin:98
DOI: http://dx.doi.org/10.1016/j.spl.2014.11.004
Título revista:Statistics and Probability Letters
Título revista abreviado:Stat. Probab. Lett.
ISSN:01677152
CODEN:SPLTD
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_01677152_v97_n_p88_Bianco

Referencias:

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  • Bianco, A., Boente, G., González-Manteiga, W., Pérez-González, A., Estimation of the marginal location under a partially linear model with missing responses (2010) Comput. Statist. Data Anal., 54, pp. 546-564
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Citas:

---------- APA ----------
Bianco, A.M., Boente, G., González-Manteiga, W. & Pérez-González, A. (2015) . Robust inference in partially linear models with missing responses. Statistics and Probability Letters, 97, 88-98.
http://dx.doi.org/10.1016/j.spl.2014.11.004
---------- CHICAGO ----------
Bianco, A.M., Boente, G., González-Manteiga, W., Pérez-González, A. "Robust inference in partially linear models with missing responses" . Statistics and Probability Letters 97 (2015) : 88-98.
http://dx.doi.org/10.1016/j.spl.2014.11.004
---------- MLA ----------
Bianco, A.M., Boente, G., González-Manteiga, W., Pérez-González, A. "Robust inference in partially linear models with missing responses" . Statistics and Probability Letters, vol. 97, 2015, pp. 88-98.
http://dx.doi.org/10.1016/j.spl.2014.11.004
---------- VANCOUVER ----------
Bianco, A.M., Boente, G., González-Manteiga, W., Pérez-González, A. Robust inference in partially linear models with missing responses. Stat. Probab. Lett. 2015;97:88-98.
http://dx.doi.org/10.1016/j.spl.2014.11.004