tedwestling / CFsurvivalLinks
R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an observational baseline treatment.
☆11Updated 2 years ago
Alternatives and similar repositories for CFsurvival
Users that are interested in CFsurvival are comparing it to the libraries listed below
Sorting:
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated 3 weeks ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 7 months ago
- 🤠 📿 The Highly Adaptive Lasso☆48Updated 7 months ago
- Simulate Survival Data☆24Updated 4 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Updated 2 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆25Updated 3 years ago
- Targeted Learning for Survival Analysis☆23Updated last year
- 🎯🎓 Generalized Targeted Learning Framework☆40Updated last month
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 8 months ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Updated 9 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆25Updated 2 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 4 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆69Updated last month
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- Perform inference on algorithm-agnostic variable importance☆24Updated 5 months ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆38Updated last month
- R Package of methods and data for spatial epidemiology☆33Updated 2 years ago
- Survival Support Vector Analysis☆16Updated 3 months ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆50Updated 2 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Updated 2 years ago
- Duration-Based Quantities of Interest and Simulation Methods for the Cox Proportional Hazards Model☆25Updated 4 years ago
- ☆13Updated 6 years ago
- Estimation of Time-Varying k-order Mixed Graphical Models☆30Updated 4 months ago
- Automated machine learning in mlr3☆27Updated 3 years ago
- Causal mediation analysis in R☆26Updated 4 years ago
- causaleffect: R package for identifying causal effects.☆32Updated 2 years ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Updated 3 weeks ago
- Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis☆16Updated 2 months ago
- Causal Mediation analysis☆10Updated last month