Linear regression with interval censored data

Gang Li; Cun-Hui Zhang

doi:10.1214/aos/1024691244

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Home > Journals > Ann. Statist. > Volume 26 > Issue 4 > Article

August 1998 Linear regression with interval censored data

Gang Li, Cun-Hui Zhang

Ann. Statist. 26(4): 1306-1327 (August 1998). DOI: 10.1214/aos/1024691244

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Abstract

This paper concerns linear regression with interval censored data. $M$-estimators for the regression coefficients are derived. Asymptotic consistency and normality of the $M$-estimators are obtained via an exponential inequality for $U$-statistics. Asymptotically efficient estimators are provided under mild conditions.

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Gang Li. Cun-Hui Zhang. "Linear regression with interval censored data." Ann. Statist. 26 (4) 1306 - 1327, August 1998. https://doi.org/10.1214/aos/1024691244