fbargaglistoffi / BCF-IVLinks
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:
- heterogeneous treatment effect estimation with causal forests☆12Updated 2 years ago
- ☆43Updated 2 years ago
- ☆95Updated last year
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 8 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 6 months ago
- 🎯🎓 Generalized Targeted Learning Framework☆40Updated 6 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆66Updated this week
- WeightIt: an R package for propensity score weighting☆112Updated last month
- Tutorial_Computational_Causal_Inference_Estimators☆36Updated 3 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 7 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
- Approximately balanced estimation of average treatment effects in high dimensions.☆34Updated 3 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆62Updated 4 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Updated 10 months ago
- Targeted Learning for Survival Analysis☆21Updated last year
- ☆34Updated 2 years ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆38Updated 4 years ago
- ☆42Updated 4 years ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆111Updated 4 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated 9 months ago
- Double Machine Learning for Multiple Treatments☆41Updated 4 years ago
- A package for Bayesian causal inference with time-series cross-sectional data☆26Updated last year
- Translating ML into Bayes, one line at a time☆79Updated last year
- R package to implement high-dimensional confounding adjustment using continuous spike and slab priors☆10Updated 5 years ago
- R package cfcausal☆27Updated 2 years ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆25Updated 2 years ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆19Updated 3 months ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Updated 8 months ago
- This the repository for the Spring Causal Inference Course☆44Updated 5 years ago