MLGL: Multi-Layer Goup-Lasso

Group-lasso with hierarchical clustering.

Author
Quentin Grimonprez
Date of publication
2016-09-30 14:43:43
Maintainer
Quentin Grimonprez <quentin.grimonprez@inria.fr>
License
GPL (>=2)
Version
0.3.2

View on R-Forge

Man pages

coef.cv.MLGL
Get coefficients from a 'cv.MLGL' object
coef.MLGL
Get coefficients from a 'MLGL' object
cv.MLGL
Multi-Layer Group-Lasso with cross V-fold validation
Ftest
F-test
fullProcess
Full process of MLGL
hierarchicalFDR
Hierachical testing with FDR control
hierarchicalFWER
Hierachical testing with FWER control
listToMatrix
Obtain a sparse matrix of the coefficients of the path
MLGL
Multi-Layer Group-Lasso
MLGL-package
MLGL
overlapgglasso
Group-lasso with overlapping groups
partialFtest
Partial F-test
plot.cv.MLGL
Plot the cross-validation obtained from 'cv.MLGL' function
plot.MLGL
Plot the path obtained from 'MLGL' function
plot.stability.MLGL
Plot the stability path obtained from 'stability.MLGL'...
predict.cv.MLGL
Predict fitted values from a 'cv.MLGL' object
predict.MLGL
Predict fitted values from a 'MLGL' object
selFDR
Selection from hierarchical testing with FDR control
selFWER
Selection from hierarchical testing with FWER control
simuBlockGaussian
Simulate multivariate Gaussian samples with block diagonal...
stability.MLGL
Stability Selection for Multi-Layer Group-lasso
uniqueGroupHclust
Find all unique groups in 'hclust' results

Files in this package

MLGL/DESCRIPTION
MLGL/NAMESPACE
MLGL/NEWS
MLGL/R
MLGL/R/MLGL-package.R
MLGL/R/MLGL.R
MLGL/R/cv.MLGL.R
MLGL/R/fullProcess.R
MLGL/R/hierarchicalFDR.R
MLGL/R/hierarchicalFWER.R
MLGL/R/hierarchicalTestClassical.R
MLGL/R/overlap.R
MLGL/R/predict.R
MLGL/R/simuBlockGaussian.R
MLGL/R/stability.R
MLGL/R/testFunction.R
MLGL/R/trash.R
MLGL/R/treeFunction.R
MLGL/R/uniqueGroupHclust.R
MLGL/R/utilities.R
MLGL/TODO
MLGL/man
MLGL/man/Ftest.Rd
MLGL/man/MLGL-package.Rd
MLGL/man/MLGL.Rd
MLGL/man/coef.MLGL.Rd
MLGL/man/coef.cv.MLGL.Rd
MLGL/man/cv.MLGL.Rd
MLGL/man/fullProcess.Rd
MLGL/man/hierarchicalFDR.Rd
MLGL/man/hierarchicalFWER.Rd
MLGL/man/listToMatrix.Rd
MLGL/man/overlapgglasso.Rd
MLGL/man/partialFtest.Rd
MLGL/man/plot.MLGL.Rd
MLGL/man/plot.cv.MLGL.Rd
MLGL/man/plot.stability.MLGL.Rd
MLGL/man/predict.MLGL.Rd
MLGL/man/predict.cv.MLGL.Rd
MLGL/man/selFDR.Rd
MLGL/man/selFWER.Rd
MLGL/man/simuBlockGaussian.Rd
MLGL/man/stability.MLGL.Rd
MLGL/man/uniqueGroupHclust.Rd