cdcsis: Conditional Distance Correlation and Its Related Feature Screening Method

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 <wencanhong@gmail.com>
License
GPL (>= 2)
Version
1.0

View on CRAN

Man pages

bw
Bandwidth Selection in the Conditional Distance Correlation
cdcor
Conditional Distance Correlation with Given Bandwidth
cdcor.ada
Conditional Distance Correlation with Adaptive Bandwidth
cdcov
Conditional Distance Covariance with Given Bandwidth
cdcsis
Conditional Distance Correlation Sure Independence Screening...
cdcsis-package
Conditional Distance Correlation and Its Related Feature...

Files in this package

cdcsis
cdcsis/src
cdcsis/src/IterationcdCov.cpp
cdcsis/src/cdCOV.c
cdcsis/NAMESPACE
cdcsis/R
cdcsis/R/cdcor.ada.R
cdcsis/R/cdcov.R
cdcsis/R/cdcsis.R
cdcsis/R/bw.R
cdcsis/R/cdcor.R
cdcsis/MD5
cdcsis/DESCRIPTION
cdcsis/man
cdcsis/man/cdcor.Rd
cdcsis/man/bw.Rd
cdcsis/man/cdcsis-package.Rd
cdcsis/man/cdcov.Rd
cdcsis/man/cdcor.ada.Rd
cdcsis/man/cdcsis.Rd