stackExample

Example data set for Louis_Information()

data

Provides methods for inference using stacked multiple
imputations augmented with weights. The vignette provides example R code for
implementation in general multiple imputation settings. For additional details
about the estimation algorithm, we refer the reader to Beesley, Lauren J and
Taylor, Jeremy M G (2020) <e2><80><9c>A stacked approach for chained equations multiple
imputation incorporating the substantive model<e2><80><9d> <doi:10.1111/biom.13372>,
and Beesley, Lauren J and Taylor, Jeremy M G (2021) <e2><80><9c>Accounting for not-at-random
missingness through imputation stacking<e2><80><9d> <arXiv:2101.07954>.

Michael Kleinsasser

StackImpute

Tools for Analysis of Stacked Multiple Imputations

Lauren Beesley

Mike Kleinsasser

stackExample function

a list with<ul>
<li>fit glm fit from vignette example</li>
<li>stack stacked imputed data sets from vignette example</li>
</ul>

stackExample: Example data for Louis_Information()

Description

Arguments

Format