Larsvanderlaan / AdaptiveDMLLinks
Adaptive debiased machine learning of treatment effects with the highly adaptive lasso
☆14Updated 3 months ago
Alternatives and similar repositories for AdaptiveDML
Users that are interested in AdaptiveDML are comparing it to the libraries listed below
Sorting:
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 3 months ago
- Optimized regression discontinuity designs☆29Updated 2 years ago
- A package for Bayesian causal inference with time-series cross-sectional data☆26Updated last year
- Jackknife Instrumental Variables Estimation☆12Updated last month
- Paper repository for "Double Robust Two-Way Fixed Effect Regression for Panel Data"☆10Updated last year
- Nice distribution plots with minimum user input☆16Updated last year
- Tutorials on Stan for Bayesian causal inference☆19Updated last year
- Sensitivity analysis tools for causal ML☆17Updated 2 weeks ago
- R package cfcausal☆27Updated 2 years ago
- How to use EconML within R☆12Updated 5 years ago
- Synthetic controls for micro-level data☆16Updated last month
- OLS Weights on Heterogeneous Treatment Effects☆10Updated 4 years ago
- Repo for code for "Unrepresentative Surveys Significantly Overestimate Vaccine Uptake in the US"☆14Updated 3 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 3 months ago
- Code for DID chapter☆11Updated 2 years ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 6 months ago
- Data Science for Economists and Other Animals☆28Updated 3 years ago
- ddml: Double/Debiased Machine Learning in R☆19Updated 3 weeks ago
- Code for Causal Inference: The Mixtape by Scott Cunningham☆27Updated 6 years ago
- Multiple Treatment Effects Regression☆16Updated 5 months ago
- Specification test for the propensity score☆13Updated 2 years ago
- Teenage Driving, Mortality, and Risky Behaviors: Public Use Data Repository☆31Updated 2 years ago
- Inference for synthetic controls☆39Updated 4 years ago
- lmw: Linear Model Weights☆11Updated last year
- ☆16Updated 3 years ago
- This the repository for the Spring Causal Inference Course☆44Updated 5 years ago
- Out of memory data manipulation☆13Updated last year
- R package for the Synthetic Control Using Lasso (SCUL) estimator from Hollingsworth and Wing (2020)☆24Updated last year
- Robust empirical Bayes confidence intervals☆11Updated 9 months ago
- Inference in instrumental variables models robust to many instruments☆11Updated 4 years ago