ZhengzeZhou / unbiased-feature-importance
Implementation of unbiased measurement of feature importance in Random Forests
☆18Updated 3 years ago
Alternatives and similar repositories for unbiased-feature-importance:
Users that are interested in unbiased-feature-importance are comparing it to the libraries listed below
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆16Updated 2 months ago
- Statistical Inference for Random Forests☆19Updated 5 years ago
- How to use EconML within R☆10Updated 5 years ago
- ☆16Updated 3 years ago
- Tutorials on Stan for Bayesian causal inference☆19Updated last year
- Demonstration of alternatives to lme4☆13Updated 5 years ago
- Gamma lasso regression☆23Updated last year
- R rr package for analyzing randomized response technique survey items☆12Updated last year
- Hierarchical Dirichlet Process Generalized Linear Models☆12Updated last year
- Synthetic controls for micro-level data☆16Updated last year
- This is a repository for R code lecture notes for the Fall 2019 version of POLS 8500 on text analysis and machine learning for the social…☆21Updated 3 years ago
- The simMixedDAG package enables simulation of "real life" datasets from DAGs☆13Updated 5 years ago
- 🎓 Tidy regression tools for academics☆23Updated 6 years ago
- Information about and materials for graduate course "Logic of Quantitative Research in Political Science" at the University of Copenhagen…☆17Updated 8 years ago
- An R package for estimating controlled direct effects.☆18Updated 2 months ago
- R package with tools for distance metrics☆17Updated last year
- ☆15Updated 3 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆17Updated 2 weeks ago
- ☆17Updated last year
- Multilevel Network Analysis☆19Updated 5 years ago
- Sufficient Representation for Categorical Variables https://arxiv.org/abs/1908.09874v1☆14Updated 4 years ago
- Data for and description of the ACIC 2023 data competition☆32Updated last year
- NetMix: Mixed-membership network regression models☆11Updated last week
- Race and Ethnicity based on name using data from census, voter reg. files, etc.☆11Updated 7 years ago
- Helper functions for orthogonal polynomials in R☆19Updated 2 years ago
- Repository of projects focusing on discussion about experimental design and causal inference between variables using techniques like matc…☆16Updated 5 years ago
- meme heavy slides on the linear probability model☆11Updated 5 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆24Updated 2 years ago
- Bayesian multilevel models course for Gesis 48. March 2019☆13Updated 5 years ago
- Uncertainty Visualization book☆20Updated 6 years ago