Linear model selection based on extended robust least angle regression

In variable selection problems, when the number of candidate covariates is relatively large, the "two-step" model building strategy, which consists of two consecutive steps sequencing and segmentation, is often used. Sequencing aims to first sequence all the candidate covariates to form a...

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Bibliographic Details
Main Author: Zhang, Hongyang
Language:English
Published: University of British Columbia 2012
Online Access:http://hdl.handle.net/2429/43060