INVESTIGADORES
BIANCO Ana Maria
capítulos de libros
Título:
Invited Paper Meeting (IPM12) Robustness and Data Analysis "A robust proposal for semiparametric partially linear models with missing responses"
Autor/es:
BIANCO, ANA MARIA; BOENTE, GRACIELA; GONZÁLEZ-MANTEIGA, WENCESLAO; PÉREZ-GARCÍA, ANA
Libro:
Bulletin of the International Statistical Institute 56th Session
Editorial:
International Statistical Institute
Referencias:
Lugar: Lisboa, Portugal; Año: 2007; p. 1 - 5
Resumen:
Autor invitado a la Sesión Invited Paper Meeting (IPM12) Robustness and Data Analysis. We consider a semiparametric partially linear regression model where missing data occur in theresponse, but the covariates are totally observed. We consider the case in which the missingness of y is allowed to depend on (x, t). We propose a three step procedure based on profile estimators that leads to consistent estimators for the regression parameter and for the marginal response location parameter as well.
