Marginal Structural Models with Latent Class Growth Analysis of
Treatment Trajectories
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Documentation for package ‘trajmsm’ version 0.1.0
Help Pages
| build_traj | Wrapper for flexmix |
| gendata | Generate data trajectories for MSM |
| gformula | Counterfactual means via G-Formula |
| ggtraj | ggplot Trajectory |
| inverse_probability_weighting | Inverse Probability Weighting |
| pltmle | Counterfactual means for a Pooled LTMLE |
| predict_traj | Predict trajectory groups for deterministic treatment regimes |
| split_data | Split observed data into multiple subsets |
| trajhrmsm_gform | History Restricted MSM and Latent Class of Growth Analysis estimated with G-formula. |
| trajhrmsm_ipw | History Restricted MSM and Latent Class of Growth Analysis estimated with IPW. |
| trajhrmsm_pltmle | History Restricted MSM and Latent Class of Growth Analysis estimated with a Pooled LTMLE. |
| trajmsm_gform | Parametric g-formula |
| trajmsm_ipw | Marginal Structural Model and Latent Class of Growth Analysis estimated with IPW |
| trajmsm_pltmle | Pooled LTMLE |