Variable screening and graphical modeling for ultra-high dimensional longitudinal data

Ultrahigh-dimensional variable selection is of great importance in the statistical research. And independence screening is a powerful tool to select important variable when there are massive variables. Some commonly used independence screening procedures are based on single replicate data and are no...

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Bibliographic Details
Main Author: Zhang, Yafei
Other Authors: Statistics
Format: Others
Published: Virginia Tech 2020
Subjects:
Online Access:http://hdl.handle.net/10919/101662