MAMI: Model Averaging and Model Selection after Multiple Imputation
Version 0.9.8.2

Performs model selection/averaging on multiply imputed datasets (possibly created with Amelia II or mice) and combines the resulting estimates. The package also provides access to less frequently used model averaging techniques and offers integrated bootstrap estimation.

Browse man pages Browse package API and functions Browse package files

AuthorMichael Schomaker
Date of publication2017-05-03 07:58:09
MaintainerMichael Schomaker <michael.schomaker@uct.ac.za>
LicenseGPL-2
Version0.9.8.2
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("MAMI", repos="http://R-Forge.R-project.org")

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...
print.mma: Printing results of Mallow's Model Averaging
Prostate: HIV treatment data
summary.lae: Summarizes results from Lasso Averaging Estimation
summary.mami: Summarizes results of model selection and model averaging...

Functions

HIV Man page
MAMI Man page
Prostate Man page
lae Man page Source code
mami Man page Source code
mami-package Man page
mma Man page Source code
plot.lae Man page Source code
plot.mami Man page Source code
print.lae Man page Source code
print.mami Man page Source code
print.mma Man page Source code
summary.lae Man page Source code
summary.mami Man page Source code

Files

DESCRIPTION
NAMESPACE
R
R/lae.R
R/mami.R
R/mma.R
R/plot.lae.R
R/plot.mami.R
R/print.lae.R
R/print.mami.R
R/print.mma.r
R/summary.lae.R
R/summary.mami.R
data
data/HIV.rda
data/Prostate.rda
inst
inst/CITATION
man
man/HIV.Rd
man/MAMI-package.Rd
man/Prostate.rd
man/lae.Rd
man/mami.Rd
man/mma.Rd
man/plot.lae.Rd
man/plot.mami.Rd
man/print.lae.Rd
man/print.mami.Rd
man/print.mma.rd
man/summary.lae.Rd
man/summary.mami.Rd
MAMI documentation built on May 21, 2017, 1:10 a.m.