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Tree-based multivariate regression and density estimation with right-censored data

✍ Scribed by Annette M. Molinaro; Sandrine Dudoit; Mark J. van der Laan


Book ID
108185411
Publisher
Elsevier Science
Year
2004
Tongue
English
Weight
352 KB
Volume
90
Category
Article
ISSN
0047-259X

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This note compares the small-sample efficiency of the extended Theil-Sen estimator to the modified Buckley-James estimator when the predictor is random. Included are situations where the error term is heteroscedastic. In terms of their standard errors, the extended Theil-Sen estimator is found to of