| 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 |
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