sSDR: Tools Developed for Structured Sufficient Dimension Reduction (sSDR)

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Performs structured OLS (sOLS) and structured SIR (sSIR).

Author
Yang Liu <zjubioly@gmail.com>, Francesca Chiaromonte, Bing Li
Date of publication
2016-03-26 22:02:24
Maintainer
Yang Liu <zjubioly@gmail.com>
License
GPL (>= 2)
Version
1.2.0

View on CRAN

Man pages

center
Center a vector
cov.x
Covariance matrix
disvm
Subspace distance
gen.data
Simulate data
gOLS
Groupwise OLS (gOLS)
gOLS.comp.d
Groupwise OLS (gOLS) BIC criterion to estimate dimensions...
gSIR
Groupwise SIR (gSIR) for binary response
gSIR.comp.d
Groupwise SIR (gSIR) BIC criterion to estimate dimensions...
matpower
Power of a matrix
norm1
Normalize a vector
orthnormal
Gram-Schmidt orthonormalization
sOLS.comp.d
Structured OLS (sOLS) outer level BIC criterion to estimate...
standmat
Matrix standardization

Files in this package

sSDR
sSDR/NAMESPACE
sSDR/R
sSDR/R/sSDR.R
sSDR/MD5
sSDR/DESCRIPTION
sSDR/man
sSDR/man/gOLS.Rd
sSDR/man/matpower.Rd
sSDR/man/cov.x.Rd
sSDR/man/gOLS.comp.d.Rd
sSDR/man/gSIR.Rd
sSDR/man/center.Rd
sSDR/man/gen.data.Rd
sSDR/man/norm1.Rd
sSDR/man/orthnormal.Rd
sSDR/man/sOLS.comp.d.Rd
sSDR/man/disvm.Rd
sSDR/man/standmat.Rd
sSDR/man/gSIR.comp.d.Rd