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
- Implementation of Double Machine Learning☆36Updated 3 weeks ago
- A package for Bayesian causal inference with time-series cross-sectional data☆29Updated 2 years ago
- ☆44Updated 4 years ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆35Updated 4 years ago
- Machine Learning Estimation of Heterogeneous Causal Effects☆25Updated 4 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆80Updated last week
- R package DIDdesign: Analyzing Difference-in-Differences Design☆39Updated last year
- Optimized regression discontinuity designs☆30Updated 3 years ago
- ☆48Updated 3 years ago
- Policy learning via doubly robust empirical welfare maximization over trees☆86Updated 6 months ago
- ☆96Updated 2 years ago
- Sensitivity analysis tools for causal ML☆20Updated 5 months ago
- ☆24Updated 7 years ago
- R implementation of Generic Machine Learning Inference (Chernozhukov, Demirer, Duflo and Fernández-Val, 2020).☆77Updated last month
- Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.☆39Updated 7 months ago
- Tools in R for computing and using Z-estimator approximate influence functions.☆102Updated last year
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 5 months ago
- R package cfcausal☆33Updated 3 years ago
- Packages of Example Data for The Effect☆155Updated last year
- An introduction to Multilevel Modeling and Poststratification (MRP) and some of its extensions.☆41Updated 3 years ago
- Suite of sensitivity analysis tools for OLS☆98Updated this week
- ddml: Double/Debiased Machine Learning in R☆20Updated last month
- 🎯 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
- causalweight: An R Package for Causal Inference and Mediation Analysis☆15Updated 6 years ago
- Causal Inference using Bayesian Additive Regression Trees☆85Updated 6 months ago
- fixed effect counterfactual estimators☆82Updated this week
- Data for Causal Inference: The Mixtape by Scott Cunningham☆36Updated 2 years ago