Murphy, S. A.; van der Vaart, A. W.; Wellner, J. A. Current status regression. (English) Zbl 1033.62021 Math. Methods Stat. 8, No. 3, 407-425 (1999). Summary: We consider the asymptotic properties of maximum likelihood and penalized maximum likelihood estimators of the slope parameter in the linear regression model under current status type censoring. For the penalized maximum likelihood estimator we present the full result, while for the ordinary maximum likelihood estimator we give a partial treatment only. Cited in 1 ReviewCited in 13 Documents MSC: 62F12 Asymptotic properties of parametric estimators 62J05 Linear regression; mixed models 62G05 Nonparametric estimation 62N02 Estimation in survival analysis and censored data Keywords:profile likelihood; semiparametric model; penalized maximum likelihood PDF BibTeX XML Cite \textit{S. A. Murphy} et al., Math. Methods Stat. 8, No. 3, 407--425 (1999; Zbl 1033.62021) OpenURL