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
|Depends:||R (>= 3.3.3)|
|Imports:||quadprog, corpcor, boot, MASS, survival, MuMIn, zoo, lme4, Amelia, BMA|
|ggplot2, parallel, glmnet, mice|
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
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.