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The single-index hazards model
2010We 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
1988Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Economics, 1988. ; by Hidehiko Ichimura. ; Ph.D.
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Single-Index Partially Functional Linear Regression Model
Statistical Papers, 2020Zhongzhan Zhang
exaly
A Functional Varying-Coefficient Single-Index Model for Functional Response Data
Journal of the American Statistical Association, 2017Chao Huang, Hongtu Zhu, Jialiang Li
exaly
Penalized Least Squares for Single Index Models
Journal of Statistical Planning and Inference, 2011Heng Peng
exaly
The EFM Approach for Single-Index Models
Annals of Statistics, 2011Wolfgang Härdle, Lixing ZHU
exaly
Empirical Likelihood for Single Index Model With Missing Covariates at Random
Statistics, 2015Xu Guo, Wangli Xu, Cuizhen Niu
exaly

