gFormulaMI
G-Formula for Causal Inference via Multiple Imputation
Implements the G-Formula method for causal inference with time-varying treatments and confounders using Bayesian multiple imputation methods, as described by Bartlett et al (2025) <doi:10.1177/09622802251316971>. It creates multiple synthetic imputed datasets under treatment regimes of interest using the 'mice' package. These can then be analysed using rules developed for analysing multiple synthetic datasets.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.3 |
rolling linux/jammy R-4.5 | gFormulaMI_1.0.3.tar.gz |
367.6 KiB |
1.0.3 |
rolling linux/noble R-4.5 | gFormulaMI_1.0.3.tar.gz |
367.6 KiB |
1.0.3 |
rolling source/ R- | gFormulaMI_1.0.3.tar.gz |
352.6 KiB |
1.0.3 |
latest linux/jammy R-4.5 | gFormulaMI_1.0.3.tar.gz |
367.6 KiB |
1.0.3 |
latest linux/noble R-4.5 | gFormulaMI_1.0.3.tar.gz |
367.6 KiB |
1.0.3 |
latest source/ R- | gFormulaMI_1.0.3.tar.gz |
352.6 KiB |
1.0.3 |
2026-04-26 source/ R- | gFormulaMI_1.0.3.tar.gz |
352.6 KiB |
1.0.3 |
2026-04-23 source/ R- | gFormulaMI_1.0.3.tar.gz |
352.6 KiB |
1.0.0 |
2025-04-20 source/ R- | gFormulaMI_1.0.0.tar.gz |
351.1 KiB |