rbmi-package

rbmi: Reference Based Multiple Imputation

The rbmi package is used to perform reference based multiple imputation. The package provides implementations for common, patient-specific imputation strategies whilst allowing the user to select between various standard Bayesian and frequentist approaches.

The package is designed around 4 core functions:

• draws() - Fits multiple imputation models
• impute() - Imputes multiple datasets
• analyse() - Analyses multiple datasets
• pool() - Pools multiple results into a single statistic

To learn more about rbmi, please see the quickstart vignette:

vignette(topic= "quickstart", package = "rbmi") package

See Also

Useful links:

• https://insightsengineering.github.io/rbmi/
• https://github.com/insightsengineering/rbmi
• Report bugs at https://github.com/insightsengineering/rbmi/issues

Author(s)

Maintainer : Isaac Gravestock isaac.gravestock@roche.com

Authors:

• Craig Gower-Page craig.gower-page@roche.com
• Alessandro Noci alessandro.noci@roche.com
• Daniel Sabanes Bove daniel.sabanes_bove@rconis.com

Other contributors:

• Marcel Wolbers marcel.wolbers@roche.com [contributor]
• F. Hoffmann-La Roche AG [copyright holder, funder]