Tree-based multivariate regression and density estimation with right-censored data
نویسندگان
چکیده
منابع مشابه
Tree-based Multivariate Regression and Density Estimation with Right-censored Data
We propose a unified strategy for estimator construction, selection, and performance assessment in the presence of censoring. This approach is entirely driven by the choice of a loss function for the full (uncensored) data structure and can be stated in terms of the following three main steps. (1) First, define the parameter of interest as the minimizer of the expected loss, or risk, for a full...
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ژورنال
عنوان ژورنال: Journal of Multivariate Analysis
سال: 2004
ISSN: 0047-259X
DOI: 10.1016/j.jmva.2004.02.003