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:
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- Longitudinal Targeted Maximum Likelihood Estimation package☆26Updated 2 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last week
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 3 months ago
- 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
- ☆26Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Piece-wise exponential Additive Mixed Modeling tools☆49Updated 3 weeks ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆18Updated 5 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 9 months ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated last week
- Functions for optimal matching in R☆48Updated this week
- lightly opinionated LaTeX DAGs in R☆41Updated 2 years ago
- Estimation of Time-Varying k-order Mixed Graphical Models☆30Updated 6 months ago
- ☆34Updated 3 years ago
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆104Updated 2 months ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆56Updated 6 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- Simulate Joint Longitudinal and Survival Data☆15Updated 7 years ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 9 months ago
- GLMMs with adaptive Gaussian quadrature☆62Updated 6 months ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆78Updated 3 weeks ago
- Regression with functional data☆48Updated 9 months ago
- Bayesian DFA with Stan☆29Updated 3 months ago
- 🤠 📿 The Highly Adaptive Lasso☆49Updated 9 months ago
- Simulate Survival Data☆24Updated 4 years ago
- an R package for deriving Prediction Rule Ensembles☆58Updated 3 months ago
- a Shiny app to create/visualize/analyze causal diagrams (DAGs)☆63Updated 5 years ago