MAMI-package: Model averaging (and model selection) after multiple...
In MAMI: Model Averaging and Model Selection after Multiple Imputation
Description
Details
Author(s)
References
Description
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".
Details
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
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
MAMI documentation built on May 6, 2019, 3:02 p.m.
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Description Details Author(s) References
Description
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".
Details
| 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 | |
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
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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