High-dimensional statistics : model specification and elementary estimators

Modern statistics typically deals with complex data, in particular where the ambient dimension of the problem p may be of the same order as, or even substantially larger than, the sample size n. It has now become well understood that even in this type of high-dimensional scaling, statistically consi...

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Bibliographic Details
Main Author: Yang, Eunho
Format: Others
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/2152/28058