Package: mplot 1.0.6

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.

Authors:Garth Tarr [aut, cre], Samuel Mueller [aut], Alan H Welsh [aut]

# Install 'mplot' in R:

install.packages('mplot', repos = c('https://garthtarr.r-universe.dev', 'https://cloud.r-project.org'))

Datasets:

On CRAN:

Last updated 4 years agofrom:3d6072a824. Checks:3 OK, 5 NOTE. Indexed: yes.

Help page	Topics
Graphical model stability and model selection procedures	mplot-package
The adaptive fence procedure	af
Artificial example	artificialeg
Model stability and variable importance plots for glmnet	bglmnet
Body fat data set	bodyfat
Blood and other measurements in diabetics	diabetes
Forced Expiratory Volume	fev
The fence procedure for generalised linear models	glmfence
The fence procedure for linear models	lmfence
Model selection and stability curves	mplot
Plot diagnostics for an af object	plot.af
Plot diagnostics for a bglmnet object	plot.bglmnet
Plot diagnostics for a vis object	plot.vis
Print method for an af object	print.af
Print method for a vis object	print.vis
Process results within af function	process.fn
Summary method for an af object	summary.af
Model stability and variable inclusion plots	vis
Rock-wallabies data set	wallabies