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A semiparametric Cox-Aalen transformation model with censored data
Title
A semiparametric Cox-Aalen transformation model with censored data
Author
Ning, Xi, Pan, Yinghao, Sun, Yanqing, Gilbert, Peter B.
Date Created
2023
Subjects--Topical
Mathematical models, Models and modelmaking
Description
We propose a broad class of so-called Cox–Aalen transformation models that incorporate both multiplicative and additive covariate effects on the baseline hazard function within a transformation. The proposed models provide a highly flexible and ve...
Statistical Inference of Semiparametric Cox-Aalen Transformation Models with Failure Time Data
Title
Statistical Inference of Semiparametric Cox-Aalen Transformation Models with Failure Time Data
Author
Ning, Xi
Date Created
2023
Subjects--Topical
Biometry, Statistics
Description
Failure time data are commonly encountered in epidemiological and biomedical studies, where the exact time of an event may be unknown or incomplete. Many semiparametric models have been developed in the literature to analyze such data; however, th...