Partially linear hazard regression with varying coefficients for multivariate survival data

@inproceedings{Cai2008PartiallyLH,
  title={Partially linear hazard regression with varying coefficients for multivariate survival data},
  author={Jianwen Cai and Jianqing Fan and Jiancheng Jiang and Haibo Zhou},
  year={2008}
}
The paper studies estimation of partially linear hazard regression models with varying coefficients for multivariate survival data. A profile pseudo-partial-likelihood estimation method is proposed. The estimation of the parameters of the linear part is accomplished via maximization of the profile pseudo-partial-likelihood, whereas the varying-coefficient functions are considered as nuisance parameters that are profiled out of the likelihood. It is shown that the estimators of the parameters… CONTINUE READING

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