MCKnaus / dmlmtLinks
Double Machine Learning for Multiple Treatments
☆41Updated 4 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☆26Updated 10 months ago
- Implementation of Double Machine Learning☆36Updated 6 months ago
- ☆44Updated 4 years ago
- A package for Bayesian causal inference with time-series cross-sectional data☆26Updated last year
- ☆95Updated last year
- Machine Learning Estimation of Heterogeneous Causal Effects☆25Updated 4 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆67Updated 4 years ago
- Policy learning via doubly robust empirical welfare maximization over trees☆84Updated 2 months ago
- Suite of sensitivity analysis tools for OLS☆95Updated 11 months ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆35Updated 4 years ago
- R package DIDdesign: Analyzing Difference-in-Differences Design☆39Updated last year
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆79Updated last month
- ☆47Updated 2 years ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆14Updated 3 weeks ago
- R package cfcausal☆33Updated 2 years ago
- Sensitivity analysis tools for causal ML☆18Updated last month
- Packages of Example Data for The Effect☆149Updated 11 months ago
- Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.☆37Updated 3 months ago
- Optimized regression discontinuity designs☆30Updated 2 years ago
- Tutorials on Stan for Bayesian causal inference☆19Updated 4 months ago
- ☆23Updated 7 years ago
- Teaching materials☆15Updated 2 months ago
- Adaptive debiased machine learning of treatment effects with the highly adaptive lasso☆14Updated 7 months ago
- Inference for synthetic controls☆39Updated 4 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated last month
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆117Updated 4 years ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 2 months ago
- R implementation of Generic Machine Learning Inference (Chernozhukov, Demirer, Duflo and Fernández-Val, 2020).☆70Updated 8 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated 11 months ago