Estimation in a class of semiparametric transformation models

Details Estimation in a class of semiparametric transformation models Estimation in a class of semiparametric transformation models

2005-11-21

arxiv.org/abs/math/0511506v3

IMS Lecture Notes--Monograph Series 2006, Vol. 49, 131-169

Mathematics

Statistics Theory

Published at http://dx.doi.org/10.1214/074921706000000437 in the IMS Lecture Notes--Monograph Series (http://www.imstat.org/

Scientific paper

10.1214/074921706000000437

We consider estimation in a class of semiparametric transformation models for right--censored data. These models gained much attention in survival analysis; however, most authors consider only regression models derived from frailty distributions whose hazards are decreasing. This paper considers estimation in a more flexible class of models and proposes conditional rank M-estimators for estimation of the Euclidean component of the model.

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