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Variable selection and parameter estimation for partially linear models via Dantzig selector

Li, Feng; Lin, Lu; Su, Yuxia - In: Metrika 76 (2013) 2, pp. 225-238

Variable selection plays an important role in the high dimensionality data analysis, the Dantzig selector performs variable selection and model fitting for linear and generalized linear models. In this paper we focus on variable selection and parametric estimation for partially linear models via...

Persistent link: https://www.econbiz.de/10010995013

Blockwise bootstrap wavelet in nonparametric regression model with weakly dependent processes

Lin, Lu; Fan, Yunzheng; Tan, Lin - In: Metrika 67 (2008) 1, pp. 31-48

Persistent link: https://www.econbiz.de/10005155971

Bias-corrected smoothed score function for single-index models

Chen, Qiang; Lin, Lu; Zhu, Lixing - In: Metrika 71 (2010) 1, pp. 45-58

Persistent link: https://www.econbiz.de/10008467025

Empirical likelihood inference for semi-parametric varying-coefficient partially linear EV models

Wang, Xiuli; Li, Gaorong; Lin, Lu - In: Metrika 73 (2011) 2, pp. 171-185

Persistent link: https://www.econbiz.de/10008925328