fbargaglistoffi / BCF-IV
Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression discontinuity designs)
☆17Updated last year
Alternatives and similar repositories for BCF-IV
Users that are interested in BCF-IV are comparing it to the libraries listed below
Sorting:
- ☆43Updated 2 years ago
- heterogeneous treatment effect estimation with causal forests☆12Updated 2 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆76Updated last month
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 5 months ago
- ☆94Updated last year
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 8 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆65Updated 2 weeks ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆34Updated 3 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆24Updated 3 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆39Updated 6 months ago
- WeightIt: an R package for propensity score weighting☆112Updated last month
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 6 months ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last year
- ☆34Updated 2 years ago
- A package for Bayesian causal inference with time-series cross-sectional data☆26Updated last year
- R package cfcausal☆27Updated 2 years ago
- Tutorial_Computational_Causal_Inference_Estimators☆34Updated 3 years ago
- 🤠 📿 The Highly Adaptive Lasso☆50Updated 5 months ago
- Double Machine Learning for Multiple Treatments☆40Updated 4 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 2 months ago
- ☆42Updated 4 years ago
- This the repository for the Spring Causal Inference Course☆43Updated 5 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆16Updated 4 years ago
- Targeted Learning for Survival Analysis☆21Updated last year
- Repository for Introduction to Bayesian Estimation of Causal Effects☆61Updated 4 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Updated 9 months ago
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆26Updated last month
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆38Updated 4 years ago
- Translating ML into Bayes, one line at a time☆79Updated last year