Weighted quantile regression and oracle model selection.

In this dissertation I suggest a new (regularized) weighted quantile regression estimation approach for nonlinear regression models and double threshold ARCH (DTARCH) models. I allow the number of parameters in the nonlinear regression models to be fixed or diverge. The proposed estimation method is...

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Bibliographic Details
Other Authors: Jiang, Xuejun
Format: Others
Language:English
Published: 2009
Subjects:
Online Access:http://library.cuhk.edu.hk/record=b6074984
http://repository.lib.cuhk.edu.hk/en/item/cuhk-344617