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 |
Version: | 0.9.13 |
Date: | 2019-05-06 |
License: | GPL-2 |
Depends: | R (>= 3.5.0) |
Imports: | quadprog, boot, MASS, survival, MuMIn, zoo, lme4, Amelia, BMA |
glmnet, parallel, snow, doParallel, foreach | |
Suggests: mice | |
Michael Schomaker
Maintainer: Michael Schomaker <michael.schomaker@uct.ac.za>
Schomaker, M., Heumann, C. (2014) Model Selection and Model Averaging after Multiple Imputation, Computational Statistics & Data Analysis, 71:758-770
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