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:
- Discrete Bayesian Additive Regression Trees Sampler☆59Updated 2 weeks ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 3 months ago
- ☆34Updated 3 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆31Updated 8 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 11 months ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- ☆37Updated 4 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated last month
- A random-forest-based approach for imputing clustered incomplete data☆36Updated 8 years ago
- Targeted Learning for Survival Analysis☆23Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Heterogeneous effects analysis of conjoint experiments using BART☆10Updated 2 years ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆26Updated 2 years ago
- Translating ML into Bayes, one line at a time☆82Updated 2 years ago
- ☆26Updated last year
- Variable importance through targeted causal inference, with Alan Hubbard☆59Updated last month
- ☆16Updated last year
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Updated 2 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆75Updated 2 weeks ago
- an R package for deriving Prediction Rule Ensembles☆58Updated 4 months ago
- This is a read-only mirror of the CRAN R package repository. mgcv — Mixed GAM Computation Vehicle with Automatic Smoothness Estimation …☆32Updated 6 months ago
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 4 months ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Targeted Maximum Likelihood Estimation for Network Data☆20Updated 8 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- R package cfcausal☆33Updated 2 years ago
- An R-Java Bayesian Additive Regression Trees implementation☆62Updated last year
- ☆44Updated 4 years ago