migariane / TutorialComputationalCausalInferenceEstimatorsLinks
Tutorial_Computational_Causal_Inference_Estimators
☆38Updated 4 years ago
Alternatives and similar repositories for TutorialComputationalCausalInferenceEstimators
Users that are interested in TutorialComputationalCausalInferenceEstimators are comparing it to the libraries listed below
Sorting:
- Publicly available code from my publications 📝☆17Updated 2 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆77Updated 2 months ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- CRAN Task View: Causal Inference☆17Updated last week
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆15Updated 3 months ago
- WeightIt: an R package for propensity score weighting☆118Updated last month
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆63Updated 2 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆80Updated 4 months ago
- Causal Inference: What If. R and Stata code for Exercises☆91Updated last month
- ☆44Updated 4 years ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆33Updated 10 months ago
- ☆21Updated 11 months ago
- causalweight: An R Package for Causal Inference and Mediation Analysis☆14Updated 6 years ago
- A suite of functions for reproducible causal mediation analyses☆68Updated 10 months ago
- Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression disconti…☆18Updated last year
- ☆48Updated 2 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- This the repository for the Spring Causal Inference Course☆45Updated 6 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- Sensitivity analysis tools for causal ML☆19Updated 3 months ago
- R package that simulates data suitable for fitting Marginal Structural Model.☆13Updated 3 years ago
- R package: CBPS☆28Updated 3 weeks ago
- The GFORMULA macro implements the parametric g-formula in SAS. The parametric g-formula (Robins, 1986) uses longitudinal data with time-v…☆37Updated last month
- R package mediation☆69Updated 6 months ago
- Causal machine learning pipeline using tlverse/sl3☆13Updated this week
- Translating ML into Bayes, one line at a time☆83Updated 2 years ago
- Suite of sensitivity analysis tools for OLS☆96Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- lmw: Linear Model Weights☆11Updated last year