saberpowers / causalLearningLinks
Methods for heterogeneous treatment effect estimation
☆24Updated 3 years ago
Alternatives and similar repositories for causalLearning
Users that are interested in causalLearning are comparing it to the libraries listed below
Sorting:
- Causal Inference using Bayesian Additive Regression Trees☆82Updated last month
- ☆34Updated 3 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated 10 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 9 months ago
- ☆43Updated 4 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆31Updated 6 months ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆26Updated 2 years ago
- Translating ML into Bayes, one line at a time☆81Updated 2 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆74Updated last month
- An R-Java Bayesian Additive Regression Trees implementation☆62Updated last year
- miceRanger: Fast Imputation with Random Forests in R☆69Updated 3 years ago
- Targeted Learning for Survival Analysis☆23Updated last year
- Discrete Bayesian Additive Regression Trees Sampler☆59Updated 5 months ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆18Updated 5 years ago
- R package cfcausal☆32Updated 2 years ago
- ☆16Updated last year
- Variable importance through targeted causal inference, with Alan Hubbard☆58Updated last week
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 3 months ago
- A package for Bayesian causal inference with time-series cross-sectional data☆26Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- ☆37Updated 4 years ago
- A random-forest-based approach for imputing clustered incomplete data☆35Updated 8 years ago
- ☆26Updated last year
- Causal Inference: What If. R and Stata code for Exercises☆90Updated 3 months ago
- Processing data from the Early Childhood Longitudinal Study (ECLS)☆32Updated last year
- Heterogeneous effects analysis of conjoint experiments using BART☆10Updated 2 years ago
- A document that introduces Bayesian data analysis.☆86Updated 3 years ago
- ☆22Updated 3 years ago
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 7 years ago