MAMI: An R-package for model selection and model averaging after multiple imputation

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2015-09-07

Permanent link to this Item
http://hdl.handle.net/11427/14135
 https://r-forge.r-project.org/R/?group_id=2152
Authors
Schomaker, Michael
Journal Title
Link to Journal
Journal ISSN
Volume Title
Publisher
Publisher

University of Cape Town

Department
Centre for Infectious Disease Epidemiology and Research (CIDER)
Faculty
Faculty of Health Sciences
License

http://creativecommons.org/licenses/by/4.0/

Series
Abstract
The package performs model selection/averaging on multiply imputed datasets and combines the resulting estimates. The package also provides access to less frequently used model averaging techniques and offers integrated bootstrap estimation.
Description
Keywords
multiple imputation
model selection
model averaging
missing data

Reference:

Schomaker, M. (2015) MAMI: An R-package for model selection and model averaging after multiple imputation, version 0.9.1

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