Man pages for CIMTx
Causal Inference for Multiple Treatments with a Binary Outcome
| ce_estimate | Causal inference with multiple treatments using observational... |
| ce_estimate_bart_ate | Causal inference with multiple treatments using BART for ATE... |
| ce_estimate_bart_att | Causal inference with multiple treatments using BART for ATT... |
| ce_estimate_iptw_ate | Causal inference with multiple treatments using IPTW for ATE... |
| ce_estimate_iptw_ate_boot | Causal inference with multiple treatments using IPTW for ATE... |
| ce_estimate_iptw_att | Causal inference with multiple treatments using IPTW for ATT... |
| ce_estimate_iptw_att_boot | Causal inference with multiple treatments using IPTW for ATT... |
| ce_estimate_ra_ate | Causal inference with multiple treatments using RA for ATE... |
| ce_estimate_ra_att | Causal inference with multiple treatments using RA for ATT... |
| ce_estimate_rams_ate | Causal inference with multiple treatments using RAMS for ATE... |
| ce_estimate_rams_ate_boot | Causal inference with multiple treatments using RAMS for ATE... |
| ce_estimate_rams_att | Causal inference with multiple treatments using RAMS for ATT... |
| ce_estimate_rams_att_boot | Causal inference with multiple treatments using RAMS for ATT... |
| ce_estimate_tmle_ate | Causal inference with multiple treatments using TMLE for ATE... |
| ce_estimate_tmle_ate_boot | Causal inference with multiple treatments using TMLE for ATE... |
| ce_estimate_vm_att | Causal inference with multiple treatments using VM for ATT... |
| covariate_overlap | Covariate overlap figure |
| data_sim | Simulate data for binary outcome with multiple treatments |
| plot.CIMTx_ATE_posterior | Plot for non-IPTW estimation methods with bootstrapping for... |
| plot.CIMTx_ATT_posterior | Plot for non-IPTW estimation methods for ATT effect |
| plot.CIMTx_IPTW | Boxplot for weight distribution |
| plot.CIMTx_nonIPTW_once | Plot for non-IPTW estimation methods for ATE effect |
| plot.CIMTx_sa_grid | Contour plot for the grid specification of sensitivity... |
| posterior_summary | Posterior distribution summary |
| print.CIMTx_ATE_posterior | Print the ATE results for non-IPTW results |
| print.CIMTx_ATE_sa | Print the ATE results for from sensitivity analysis |
| print.CIMTx_ATT_posterior | Print the ATT results |
| print.CIMTx_ATT_sa | Print the ATT results for from sensitivity analysis |
| print.CIMTx_IPTW | Print the ATE/ATT results for IPTW results |
| print.CIMTx_nonIPTW_once | Print the ATE/ATT results for non-IPTW results |
| print.CIMTx_sa_grid | Print the ATT results for from sensitivity analysis |
| sa | Flexible Monte Carlo sensitivity analysis for unmeasured... |
| 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 |
| summary.CIMTx_IPTW | Summarize a CIMTx_IPTW object |
| summary.CIMTx_nonIPTW_once | Summarize a CIMTx_nonIPTW_once object |
| true_c_fun_cal | Calculate the true c functions with 3 treatments and a binary... |
| trunc_fun | Trimming |
