Model averaging (and model selection) after multiple imputation

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Description

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".

Details

Package: mami
Type: Package
Version: 0.9.6
Date: 2016-12-7
License: GPL-2
Imports: R (>= 3.3.2), lasso2, quadprog, corpcor, boot, MASS, survival, MuMIn, zoo, lme4, Amelia, BMA, ggplot2

Author(s)

Michael Schomaker

Maintainer: Michael Schomaker <michael.schomaker@uct.ac.za>

References

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