spring: Fit the SPRING model
Version 0.1-0

SPRING is a regularized method for multivariate linear regression with unknwon covariance which performs selection on direct links between predictors and responses. The selection is driven by prior structural information.

AuthorJulien Chiquet
Date of publication2014-03-25 15:17:34
MaintainerJulien Chiquet <julien.chiquet@gmail.com>
LicenseGPL (>= 2)
Version0.1-0
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("spring", repos="http://R-Forge.R-project.org")

Getting started

Package overview

Popular man pages

criterion-class: Class "criterion"
cv.spring: Cross-validation function for spring fitting methods.
diffOp: Taken from genlasso package. Usefull to construct the...
model: Picking a model among a spring fit
pen.crit: Penalized criteria based on estimation of degrees of freedom
plot.criterion: Plot method for object criterion
spring: Adjust a multivariate regression with structuring, sparse...
See all...

All man pages Function index File listing

Man pages

criterion-class: Class "criterion"
cv.spring: Cross-validation function for spring fitting methods.
diffOp: Taken from genlasso package. Usefull to construct the...
model: Picking a model among a spring fit
model-class: Class "model"
pen.crit: Penalized criteria based on estimation of degrees of freedom
plot.criterion: Plot method for object criterion
spring: Adjust a multivariate regression with structuring, sparse...
spring-class: Class "spring"
spring-package: SPRING

Functions

criterion-class Man page
cv.spring Man page Source code
deviance,spring-method Man page
diffOp Man page Source code
fitted,spring-method Man page
g_legend Source code
get.criteria Source code
get.lambda1 Source code
get.one.criterion Source code
l1.norm Source code
l2.norm Source code
learn.cov Source code
learn.default.args Source code
learn.par Source code
learn.par.vec Source code
loglik,list-method Man page
loglik,spring-method Man page
loglikelihood Source code
model Man page
model,list-method Man page
model,spring-method Man page
model-class Man page
model.spring Man page
objective,list-method Man page
objective,spring-method Man page
pen.crit Man page
pencrit,spring-method Man page
plot,criterion-method Man page
plot,model-method Man page
plot.criterion Man page
predict,spring-method Man page
print,spring-method Man page
residuals,spring-method Man page
show,spring-method Man page
simple.line.plot Source code
simple.matrix.plot Source code
spring Man page Source code
spring-class Man page
spring-package Man page
spring.learn Source code
trace Source code

Files

DESCRIPTION
NAMESPACE
R
R/criterion-class.R
R/model-class.R
R/model_choice.R
R/spring-class.R
R/spring-package.R
R/spring.R
R/utils.R
inst
inst/examples
inst/examples/bnapus.RData
inst/examples/brassica.R
inst/examples/cookies.R
inst/examples/cookies.RData
inst/examples/plot.R
man
man/criterion-class.Rd
man/cv.spring.Rd
man/diffOp.Rd
man/model-class.Rd
man/model.Rd
man/pen.crit.Rd
man/plot.criterion.Rd
man/spring-class.Rd
man/spring-package.Rd
man/spring.Rd
src
src/Makevars
src/Makevars.win
src/coordinate_lasso.cpp
src/coordinate_lasso.h
spring documentation built on May 21, 2017, 3:39 a.m.

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