dglars: Differential Geometric LARS (dgLARS) method

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dglars implements the differential geometric extension of the least angle regression method for logistic and Poisson regression models. To compute the implicitly defined solution curve, two different algorithms are implemented, i.e. the predictor-corrector method and the cyclic coordinate descent method.

Author
Luigi Augugliaro
Date of publication
2014-08-09 18:42:20
Maintainer
Luigi Augugliaro <luigi.augugliaro@unipa.it>
License
GPL (>= 2)
Version
1.0.5

View on CRAN

Man pages

alon
Data from the microarray experiment done by Alon et al....
breast
Breast Cancer microarray experiment
coef.cvdglars
Extract the coefficients estimated by 'cvdglars'
coef.dglars
Extract the path of the coefficients
cvdglars
Cross-validation deviance for dgLARS
dglars
dgLARS solution curve for GLM
dglars-internal
Internal dglars functions
dglars-package
Differential geometric LARS (dgLARS) method for some...
duke
Duke breast cancer microarray experiment
gdf
Compute the generalized degrees-of-freedom.
plot.cvdglars
Plot from a cvdglars object
plot.dglars
Plot from a dglars object
print.cvdglars
Print a cvdglars object
print.dglars
Print a dglars object
summary.dglars
Print the summary for a dglars object

Files in this package

dglars
dglars/inst
dglars/inst/CITATION
dglars/src
dglars/src/Makevars
dglars/src/shared.f90
dglars/src/dglars_pc_b.f90
dglars/src/dglars_ccd.f90
dglars/src/dglars_pc_p.f90
dglars/NAMESPACE
dglars/data
dglars/data/duke.RData
dglars/data/alon.RData
dglars/data/breast.RData
dglars/data/datalist
dglars/R
dglars/R/make_cvdglars.R
dglars/R/make_summary_table.R
dglars/R/print.dglars.R
dglars/R/make_coef.R
dglars/R/print.cvdglars.R
dglars/R/dglars_pc.R
dglars/R/dglars.R
dglars/R/cvdglars.fit.R
dglars/R/cvdglars_pc.R
dglars/R/make_dglars.R
dglars/R/setDiff.R
dglars/R/make_action.R
dglars/R/cvdglars_ccd.R
dglars/R/dglars.fit.R
dglars/R/coef.dglars.R
dglars/R/plot.dglars.R
dglars/R/dglars_ccd.R
dglars/R/cvdglars.R
dglars/R/gdf.R
dglars/R/plot.cvdglars.R
dglars/R/coef.cvdglars.R
dglars/R/summary.dglars.R
dglars/R/make_ru_pc.R
dglars/MD5
dglars/DESCRIPTION
dglars/ChangeLog
dglars/man
dglars/man/coef.cvdglars.Rd
dglars/man/plot.cvdglars.Rd
dglars/man/plot.dglars.Rd
dglars/man/print.cvdglars.Rd
dglars/man/breast.Rd
dglars/man/print.dglars.Rd
dglars/man/duke.Rd
dglars/man/summary.dglars.Rd
dglars/man/dglars.Rd
dglars/man/dglars-internal.Rd
dglars/man/cvdglars.Rd
dglars/man/coef.dglars.Rd
dglars/man/alon.Rd
dglars/man/gdf.Rd
dglars/man/dglars-package.Rd