romainkp / stremrLinks
Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data
☆41Updated last year
Alternatives and similar repositories for stremr
Users that are interested in stremr are comparing it to the libraries listed below
Sorting:
- 🎯🎓 Generalized Targeted Learning Framework☆40Updated last month
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Updated 2 years ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆25Updated 2 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated 3 weeks ago
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Piece-wise exponential Additive Mixed Modeling tools☆49Updated last month
- ☆26Updated last year
- Targeted Learning for Survival Analysis☆23Updated last year
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆18Updated 5 years ago
- Bayesian DFA with Stan☆29Updated 2 months ago
- Estimation of Time-Varying k-order Mixed Graphical Models☆30Updated 4 months ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆57Updated 6 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 6 months ago
- Simulate Survival Data☆24Updated 4 years ago
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 3 years ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 8 months ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- ☆34Updated 3 years ago
- lightly opinionated LaTeX DAGs in R☆41Updated 2 years ago
- Simulate Joint Longitudinal and Survival Data☆15Updated 7 years ago
- Bayesian Linear Mixed Effect Models☆44Updated 5 months ago
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 4 years ago
- Translating ML into Bayes, one line at a time☆81Updated 2 years ago
- ☆9Updated 8 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆77Updated 2 months ago
- Super learner fitting and prediction using mlr3☆10Updated 5 months ago
- An R package containing helper functions for Stan☆17Updated 3 years ago
- Material for my proposed StanCon talk☆20Updated 4 years ago
- Targeted Maximum Likelihood Estimation for Network Data☆20Updated 7 years ago