MAMI-package: Model averaging (and model selection) after multiple...

Description Details Author(s) References


Performs model selection/averaging on multiply imputed data sets (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. The main function is "mami".


Package: mami
Type: Package
Date: 2017-01-05
License: GPL-2
Depends: R (>= 3.3.3)
Imports: quadprog, corpcor, boot, MASS, survival, MuMIn, zoo, lme4, Amelia, BMA
ggplot2, parallel, glmnet, mice


Michael Schomaker

Maintainer: Michael Schomaker <[email protected]>


Schomaker, M., Heumann, C. (2014) Model Selection and Model Averaging after Multiple Imputation, Computational Statistics & Data Analysis, 71:758-770

MAMI documentation built on May 31, 2017, 3:05 a.m.