R: Causal Inference Methods for Multilevel and Clustered Data

# Causal Inference Methods for Multilevel and Clustered Data

## Documentation for package ‘MLCausal’ version 0.1.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

balance_ml | Multilevel covariate balance diagnostics
estimate_att_ml | Treatment effect estimation with cluster-robust standard errors
ml_match | Within-cluster nearest-neighbour matching with dual-balance optimisation
ml_ps | Cluster-aware propensity score estimation
ml_weight | Multilevel inverse probability weights
plot_overlap_ml | Plot propensity score overlap between treatment groups
sens_ml | Tipping-point sensitivity analysis for omitted cluster confounding
simulate_ml_data | Simulate clustered observational data