mplot: Graphical Model Stability and Variable Selection Procedures

Model stability and variable inclusion plots [Mueller and Welsh (2010, <doi:10.1111/j.1751-5823.2010.00108.x>); Murray, Heritier and Mueller (2013, <doi:10.1002/sim.5855>)] as well as the adaptive fence [Jiang et al. (2008, <doi:10.1214/07-AOS517>); Jiang et al. (2009, <doi:10.1016/j.spl.2008.10.014>)] for linear and generalised linear models.

Author
Garth Tarr [aut, cre], Samuel Mueller [aut], Alan Welsh [aut]
Date of publication
2016-08-18 10:02:21
Maintainer
Garth Tarr <garth.tarr@gmail.com>
License
GPL (>= 2)
Version
0.7.9
URLs

View on CRAN

Man pages

af
The adaptive fence procedure
artificialeg
Artificial example
bglmnet
Model stability and variable importance plots for glmnet
bodyfat
Body fat data set
diabetes
Blood and other measurements in diabetics
fev
Forced Expiratory Volume
mplot
Model selection and stability curves
mplot-package
Graphical model stability and model selection procedures
plot.af
Plot diagnostics for an af object
plot.bglmnet
Plot diagnostics for a bglmnet object
plot.vis
Plot diagnostics for a vis object
print.af
Print method for an af object
print.vis
Print method for a vis object
summary.af
Summary method for an af object
txt.fn
Print text for fence methods
vis
Model stability and variable inclusion plots
wallabies
Rock-wallabies data set

Files in this package

mplot
mplot/inst
mplot/inst/CITATION
mplot/NAMESPACE
mplot/NEWS
mplot/data
mplot/data/artificialeg.rda
mplot/data/bodyfat.rda
mplot/data/wallabies.rda
mplot/data/diabetes.rda
mplot/data/fev.rda
mplot/R
mplot/R/sigMM.R
mplot/R/af.R
mplot/R/glmfence.R
mplot/R/qrange.R
mplot/R/bglmnet.R
mplot/R/vis.R
mplot/R/lmfence.R
mplot/R/mplot.R
mplot/R/Qm.R
mplot/R/mplot-package.R
mplot/README.md
mplot/MD5
mplot/DESCRIPTION
mplot/man
mplot/man/artificialeg.Rd
mplot/man/print.vis.Rd
mplot/man/print.af.Rd
mplot/man/mplot-package.Rd
mplot/man/wallabies.Rd
mplot/man/af.Rd
mplot/man/mplot.Rd
mplot/man/bglmnet.Rd
mplot/man/fev.Rd
mplot/man/vis.Rd
mplot/man/bodyfat.Rd
mplot/man/plot.af.Rd
mplot/man/plot.vis.Rd
mplot/man/plot.bglmnet.Rd
mplot/man/txt.fn.Rd
mplot/man/diabetes.Rd
mplot/man/summary.af.Rd