Larsvanderlaan / AdaptiveDMLLinks
Adaptive debiased machine learning of treatment effects with the highly adaptive lasso
☆14Updated 8 months ago
Alternatives and similar repositories for AdaptiveDML
Users that are interested in AdaptiveDML are comparing it to the libraries listed below
Sorting:
- ddml: Double/Debiased Machine Learning in R☆20Updated 3 months ago
- OLS Weights on Heterogeneous Treatment Effects☆10Updated 5 years ago
- Optimized regression discontinuity designs☆30Updated 2 years ago
- Inference for synthetic controls☆39Updated 4 years ago
- Paper repository for "Double Robust Two-Way Fixed Effect Regression for Panel Data"☆10Updated last year
- Nice distribution plots with minimum user input☆18Updated 4 months ago
- A package for Bayesian causal inference with time-series cross-sectional data☆26Updated last year
- Multiple Treatment Effects Regression☆17Updated 11 months ago
- Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.☆37Updated 4 months ago
- Jackknife Instrumental Variables Estimation☆14Updated 6 months ago
- Inference in instrumental variables models robust to many instruments☆12Updated 5 months ago
- lmw: Linear Model Weights☆11Updated last year
- CRAN Task View: Econometrics☆34Updated 3 weeks ago
- Sensitivity analysis tools for causal ML☆18Updated 2 months ago
- R-code to compare some staggered did methods☆26Updated 3 years ago
- Causal Inference in Observational Data with Unobserved Heterogeneity (Lecture Notes. Masters/PhD-level)☆31Updated 2 months ago
- fast and flexible Difference-in-Differences☆29Updated 3 weeks ago
- R package DIDdesign: Analyzing Difference-in-Differences Design☆39Updated last year
- Data Science for Economists and Other Animals☆28Updated 4 years ago
- Extended two-way fixed effects☆58Updated 2 months ago
- Replications data and code for "LaLonde (1986) after Nearly Four Decades: Lessons Learned"☆30Updated last year
- Implementation of Double Machine Learning☆36Updated 7 months ago
- Statistical Tools for Causal Inference☆40Updated 7 months ago
- Dedicated ggplot2 methods for fixest model objects☆54Updated 2 months ago
- Visualizing Panel Data☆48Updated 3 months ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 2 months ago
- Fast Wild Cluster Bootstrap Inference for Regression Models / OLS in R. Additionally, R port to WildBootTests.jl via the JuliaConnectoR.☆29Updated last year
- NO LONGER MAINTAINED. Links to alternative packages are in the readme. Code to incorporate staggered treatment adoption (based on appendi…☆21Updated 2 years ago
- R package for the Synthetic Control Using Lasso (SCUL) estimator from Hollingsworth and Wing (2020)☆26Updated 2 years ago
- TWFE weights☆10Updated last year