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The single-index hazards model

2010
We first propose the single-index hazards model for right censored survival data. As an extension of the Cox model, this model allows nonparametric modeling of covariate effects in a parsimonious way via a single-index. In addition, the relative importance of covariates can be assessed via this model.
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Estimation of single index models

1988
Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Economics, 1988. ; by Hidehiko Ichimura. ; Ph.D.
openaire   +1 more source

Single-Index Partially Functional Linear Regression Model

Statistical Papers, 2020
Zhongzhan Zhang
exaly  

A Functional Varying-Coefficient Single-Index Model for Functional Response Data

Journal of the American Statistical Association, 2017
Chao Huang, Hongtu Zhu, Jialiang Li
exaly  

Penalized Least Squares for Single Index Models

Journal of Statistical Planning and Inference, 2011
Heng Peng
exaly  

The EFM Approach for Single-Index Models

Annals of Statistics, 2011
Wolfgang Härdle, Lixing ZHU
exaly  

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