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Composite quantile regression 1 Linearity condition 1 Local polynomial regression 1 Single-index model 1
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Chen, Yong 1 Jiang, Rong 1 Qian, Wei-Min 1 Zhou, Zhan-Gong 1
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Computational Statistics & Data Analysis 1
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Two step composite quantile regression for single-index models
Jiang, Rong; Zhou, Zhan-Gong; Qian, Wei-Min; Chen, Yong - In: Computational Statistics & Data Analysis 64 (2013) C, pp. 180-191
This paper is concerned with composite quantile regression for single-index models. Under mild conditions, we show that the linear composite quantile regression offers a consistent estimate of the index parameter vector. With a root-n consistent estimate of the index vector, the unknown link...
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