Causal Inference for Multiple Treatments with a Binary Outcome

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Documentation for package ‘CIMTx’ version 1.1.0

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ce_estimate Causal inference with multiple treatments using observational data
data_sim Simulate data for binary outcome with multiple treatments
plot.CIMTx_IPTW Boxplot for weight distribution
plot.CIMTx_sa_grid Contour plot for the grid specification of sensitivity analysis
sa Flexible Monte Carlo sensitivity analysis for unmeasured confounding
summary.CIMTx_ATE_posterior Summarize a CIMTx_ATE_posterior object
summary.CIMTx_ATE_sa Summarize a CIMTx_ATE_sa object
summary.CIMTx_ATT_posterior Summarize a CIMTx_ATT_posterior object
summary.CIMTx_ATT_sa Summarize a CIMTx_ATT_sa object