tlverse / causalglmLinks
Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning
☆26Updated 3 years ago
Alternatives and similar repositories for causalglm
Users that are interested in causalglm are comparing it to the libraries listed below
Sorting:
- Non-parametric Causal Effects Based on Modified Treatment Policies☆74Updated last week
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 2 months ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 6 months ago
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆26Updated 4 months ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Updated 2 months ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Updated 3 years ago
- Longitudinal Mediation with Modified Treatment Policies☆12Updated 3 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆25Updated 2 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated 10 months ago
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Updated 2 years ago
- Targeted Learning for Survival Analysis☆23Updated last year
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Updated 6 months ago
- Automated machine learning in mlr3☆27Updated 3 years ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Updated 11 months ago
- ☆21Updated 7 months ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 6 months ago
- R package for fitting joint models to time-to-event and longitudinal data☆18Updated 7 months ago
- R package cfcausal☆32Updated 2 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆31Updated 6 months ago
- Bayesian Inference of Complex Panel Data☆34Updated 2 months ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last month
- How to use EconML within R☆12Updated 5 years ago
- ☆26Updated last year
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- Gamma lasso regression☆23Updated 2 years ago
- causaleffect: R package for identifying causal effects.☆33Updated 2 years ago
- Propensity score Matching and Subclassification with 3 or more Treatments☆21Updated 5 years ago
- Comprehensive Cross-Validation Engine☆27Updated 2 years ago
- High Dimensional Numerical and Symbolic Calculus in R☆48Updated last month