Model averaging (and model selection) after multiple imputation


Performs model selection/averaging on multiply imputed data sets 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
Version: 0.9.4
Date: 2016-10-13
License: GPL-2
Depends: R (>= 3.3.1), lasso2, quadprog, corpcor, boot, MASS, survival, MuMIn, zoo, lme4, Amelia, BMA


Michael Schomaker

Maintainer: Michael Schomaker <>


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

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