Variable selection deviation (VSD) measures and instability tests for high-dimensional model selection methods such as LASSO, SCAD and MCP, etc., to decide whether the sparse patterns identified by those methods are reliable.
|Author||Ying Nan <firstname.lastname@example.org>, Yanjia Yu <email@example.com>, Yuhong Yang <firstname.lastname@example.org>, Yi Yang <email@example.com>|
|Date of publication||2016-01-07 13:55:37|
|Maintainer||Yi Yang <firstname.lastname@example.org>|
|Package repository||View on CRAN|
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