MCKnaus / dmlmtLinks
Double Machine Learning for Multiple Treatments
☆41Updated 5 years ago
Alternatives and similar repositories for dmlmt
Users that are interested in dmlmt are comparing it to the libraries listed below
Sorting:
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- ☆44Updated 4 years ago
- Implementation of Double Machine Learning☆36Updated 7 months ago
- A package for Bayesian causal inference with time-series cross-sectional data☆28Updated last year
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆80Updated 3 months ago
- R package DIDdesign: Analyzing Difference-in-Differences Design☆39Updated last year
- Approximately balanced estimation of average treatment effects in high dimensions.☆35Updated 4 years ago
- Suite of sensitivity analysis tools for OLS☆96Updated last year
- Machine Learning Estimation of Heterogeneous Causal Effects☆25Updated 4 years ago
- ☆95Updated last year
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- ☆48Updated 2 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆14Updated 2 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Optimized regression discontinuity designs☆30Updated 2 years ago
- Policy learning via doubly robust empirical welfare maximization over trees☆86Updated 4 months ago
- Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.☆37Updated 5 months ago
- Data for Causal Inference: The Mixtape by Scott Cunningham☆36Updated 2 years ago
- R package cfcausal☆33Updated 2 years ago
- Teaching materials☆15Updated 3 months ago
- Adaptive debiased machine learning of treatment effects with the highly adaptive lasso☆14Updated 9 months ago
- Inference for synthetic controls☆39Updated 4 years ago
- ☆23Updated 7 years ago
- fixed effect counterfactual estimators☆80Updated last week
- WeightIt: an R package for propensity score weighting☆118Updated 2 weeks ago
- Packages of Example Data for The Effect☆150Updated last year
- Tools in R for computing and using Z-estimator approximate influence functions.☆100Updated last year
- This the repository for the Spring Causal Inference Course☆45Updated 6 years ago
- Tutorials on Stan for Bayesian causal inference☆19Updated 5 months ago
- Drawing graphical models for causal inference using LaTeX☆119Updated 2 years ago