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math.ST2012★ 167 cited
The EFM approach for single-index models
Xia Cui, Wolfgang Karl Härdle, Lixing Zhu
Single-index models are natural extensions of linear models and circumvent the so-called curse of dimensionality. They are becoming increasingly popular in many scientific fields i…
math.ST2009★ 105 cited
Covariate-adjusted nonlinear regression
Xia Cui, Wensheng Guo, Lu Lin +1
In this paper, we propose a covariate-adjusted nonlinear regression model. In this model, both the response and predictors can only be observed after being distorted by some multip…