migariane / TutorialCausalInferenceEstimatorsLinks
Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial
☆38Updated 4 years ago
Alternatives and similar repositories for TutorialCausalInferenceEstimators
Users that are interested in TutorialCausalInferenceEstimators are comparing it to the libraries listed below
Sorting:
- Tutorial_Computational_Causal_Inference_Estimators☆36Updated 3 years ago
- Translating ML into Bayes, one line at a time☆79Updated last year
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 6 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 7 months ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 3 months ago
- Causal Inference: What If. R and Stata code for Exercises☆90Updated last month
- Non-parametric Causal Effects Based on Modified Treatment Policies☆66Updated this week
- ☆43Updated 2 years ago
- ☆21Updated 4 months ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆31Updated 4 months ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last year
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆76Updated last week
- Targeted Learning for Survival Analysis☆21Updated last year
- WeightIt: an R package for propensity score weighting☆112Updated last month
- CRAN Task View: Causal Inference☆17Updated last year
- Repository for Introduction to Bayesian Estimation of Causal Effects☆62Updated 4 years ago
- Publicly available code from my publications☆13Updated 3 weeks ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆16Updated 4 years ago
- Survival analysis workshop using R☆52Updated 5 years ago
- By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.☆69Updated 4 years ago
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆24Updated 3 years ago
- R package cfcausal☆27Updated 2 years ago
- ☆25Updated last year
- ☆40Updated 3 years ago
- A package for Bayesian causal inference with time-series cross-sectional data☆26Updated last year
- 🎯🎓 Generalized Targeted Learning Framework☆40Updated 6 months ago
- This the repository for the Spring Causal Inference Course☆44Updated 5 years ago
- R package mediation☆65Updated 2 years ago
- Double Machine Learning for Multiple Treatments☆40Updated 4 years ago