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Current status regression. (English) Zbl 1033.62021

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.

MSC:

62F12 Asymptotic properties of parametric estimators
62J05 Linear regression; mixed models
62G05 Nonparametric estimation
62N02 Estimation in survival analysis and censored data
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