Buckley and James (1979) proposed an estimation method for linear regression models with unspecified residual distribution and right-censored response variables. In this paper we consider weak consistency of the regression parameter estimators under regularity conditions which avoid restrictions on the censoring patterns.
@article{1176346507,
author = {James, I. R. and Smith, P. J.},
title = {Consistency Results for Linear Regression with Censored Data},
journal = {Ann. Statist.},
volume = {12},
number = {1},
year = {1984},
pages = { 590-600},
language = {en},
url = {http://dml.mathdoc.fr/item/1176346507}
}
James, I. R.; Smith, P. J. Consistency Results for Linear Regression with Censored Data. Ann. Statist., Tome 12 (1984) no. 1, pp. 590-600. http://gdmltest.u-ga.fr/item/1176346507/