Gives conditional distance correlation and performs the conditional distance correlation sure independence screening procedure for ultrahigh dimensional data. The conditional distance correlation is a novel conditional dependence measurement of two random variables given a third variable. The conditional distance correlation sure independence screening is used for screening variables in ultrahigh dimensional setting.
|Author||Canhong Wen, Wenliang Pan, Mian Huang, and Xueqin Wang|
|Date of publication||2014-10-21 17:48:22|
|Maintainer||Canhong Wen <[email protected]>|
|License||GPL (>= 2)|
|Package repository||View on CRAN|
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