🎯 Targeted Learning in R: A Causal Data Science Handbook
☆61Oct 24, 2024Updated last year
Alternatives and similar repositories for tlverse-handbook
Users that are interested in tlverse-handbook are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🎯🎓 Generalized Targeted Learning Framework☆43Jun 17, 2025Updated 11 months ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Sep 22, 2021Updated 4 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆16Jan 8, 2026Updated 4 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆28Apr 11, 2026Updated last month
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆107Jul 7, 2025Updated 10 months ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Apr 7, 2022Updated 4 years ago
- R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an obser…☆13Jul 7, 2023Updated 2 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Jul 18, 2024Updated last year
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Feb 17, 2026Updated 3 months ago
- Propensity score Matching and Subclassification with 3 or more Treatments☆21Dec 1, 2019Updated 6 years ago
- Tutorial_Computational_Causal_Inference_Estimators☆38Oct 29, 2021Updated 4 years ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Dec 8, 2025Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆85Apr 13, 2026Updated last month
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Sep 21, 2024Updated last year
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆15Dec 9, 2024Updated last year
- ☆20Nov 5, 2018Updated 7 years ago
- Data for and description of the ACIC 2023 data competition☆32Jun 9, 2023Updated 2 years ago
- WeightIt: an R package for propensity score weighting☆131Apr 22, 2026Updated last month
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18May 12, 2026Updated 2 weeks ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Apr 27, 2026Updated last month
- Learnr tutorials for Torch☆20Aug 16, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Publicly available code from my publications 📝☆19Mar 23, 2026Updated 2 months ago
- CRAN Task View: Causal Inference☆20May 8, 2026Updated 3 weeks ago
- Causal Mediation analysis☆10May 12, 2026Updated 2 weeks ago
- A collection of visual guides to help applied scientists learn causal inference.☆300Sep 12, 2022Updated 3 years ago
- notebooks on methods for causal inference☆37Aug 5, 2024Updated last year
- Simulations for predictive model selection in causal inference☆13Jan 16, 2025Updated last year
- Techniques to Build Better Balance in Propensity Score Models☆22Mar 6, 2026Updated 2 months ago
- Drawing graphical models for causal inference using LaTeX☆119May 5, 2023Updated 3 years ago
- Comprehensive Cross-Validation Engine☆27May 12, 2026Updated 2 weeks ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Dependent Delayed Computation☆23Apr 29, 2024Updated 2 years ago
- R package cfcausal☆32Dec 6, 2022Updated 3 years ago
- Epidemiology analysis package☆155May 7, 2023Updated 3 years ago
- The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-va…☆33May 22, 2026Updated last week
- lmw: Linear Model Weights☆11Feb 8, 2024Updated 2 years ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆45Mar 10, 2026Updated 2 months ago
- Slides for the Seattle University Causal Inference Class☆148Mar 4, 2021Updated 5 years ago