Man pages for Larsvanderlaan/causalGLM
Interpretable and robust causal inference for heterogeneous treatment effects using generalized linear models with targeted machine-learning.
| causalglmnet | causalglmnet High dimensional semiparametric generalized... |
| contglm | contglm Robust generalized linear models for interpretable... |
| Lrnr_hal9001_semiparametric | Scalable Highly Adaptive Lasso (HAL) semiparametric |
| msmglm | Marginal structural generalized linear models with robust... |
| npcoxph | npcoxph Nonparametric robust generalized linear models for... |
| npglm | npglm Nonparametric robust generalized linear models for... |
| plot_msm | Plotting of univariate marginal structural models |
| refit_glm | internal use to reuse fits |
| sim.CATE | Simulate a dataset with known constant CATE |
| sim.OR | Simulate a dataset with known constant OR |
| sim.RR | Simulate a dataset with known constant RR |
| spglm | spglm Semiparametric generalized linear models for causal... |
