MAMI: Model Averaging and Model Selection after Multiple Imputation

Performs model selection/averaging on multiply imputed datasets and combines the resulting estimates. The package also provides access to less frequently used model averaging techniques and offers integrated bootstrap estimation.

Author
Michael Schomaker
Date of publication
2016-11-16 11:06:43
Maintainer
Michael Schomaker <michael.schomaker@uct.ac.za>
License
GPL-2
Version
0.9.5

View on R-Forge

Man pages

HIV
HIV treatment data
lae
Lasso Averaging Estimation
mami
Model averaging (and model selection) after multiple...
MAMI-package
Model averaging (and model selection) after multiple...
mma
MMA: Mallow's Model Averaging
plot.lae
Visualize estimates from Lasso Averaging Estimation
plot.mami
Plot bootstrap results when utilizing model...
print.lae
Printing results of Lasso Averaging Estimation
print.mami
Printing results of model selection and model averaging after...
summary.lae
Summarizes results from Lasso Averaging Estimation
summary.mami
Summarizes results of model selection and model averaging...

Files in this package

MAMI/DESCRIPTION
MAMI/NAMESPACE
MAMI/R
MAMI/R/lae.R
MAMI/R/mami.R
MAMI/R/mma.R
MAMI/R/plot.lae.R
MAMI/R/plot.mami.R
MAMI/R/print.lae.R
MAMI/R/print.mami.R
MAMI/R/print.mma.r
MAMI/R/summary.lae.R
MAMI/R/summary.mami.R
MAMI/data
MAMI/data/HIV.rda
MAMI/man
MAMI/man/HIV.Rd
MAMI/man/MAMI-package.Rd
MAMI/man/lae.Rd
MAMI/man/mami.Rd
MAMI/man/mma.Rd
MAMI/man/plot.lae.Rd
MAMI/man/plot.mami.Rd
MAMI/man/print.lae.Rd
MAMI/man/print.mami.Rd
MAMI/man/print.mma.rd
MAMI/man/summary.lae.Rd
MAMI/man/summary.mami.Rd