Article ID Journal Published Year Pages File Type
1144768 Journal of the Korean Statistical Society 2013 11 Pages PDF
Abstract

We consider the problem of fitting a heteroscedastic median regression model from left-truncated and interval-censored data. It is demonstrated that the adapted Efron’s self-consistency equation of McKeague, Subramanian, and Sun (2001) can be extended to analyze left-truncated and interval-censored data. The asymptotic property of the proposed estimator is established. We evaluate the finite sample performance of the proposed estimators through simulation studies.

Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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