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Consistency results for linear regression with censored data. (English) Zbl 0546.62039
Summary: J. Buckley and I. James [Biometrika 66, 429-436 (1979; Zbl 0425.62051)] 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.

MSC:
62J05 Linear regression; mixed models
62F12 Asymptotic properties of parametric estimators
62G05 Nonparametric estimation
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