tlverse / tlverse-handbookLinks
🎯 Targeted Learning in R: A Causal Data Science Handbook
☆60Updated 10 months ago
Alternatives and similar repositories for tlverse-handbook
Users that are interested in tlverse-handbook are comparing it to the libraries listed below
Sorting:
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 2 months ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last week
- Non-parametric Causal Effects Based on Modified Treatment Policies☆74Updated 3 weeks ago
- Translating ML into Bayes, one line at a time☆81Updated 2 years ago
- Survival analysis workshop using R☆53Updated 6 years ago
- Targeted Learning for Survival Analysis☆23Updated last year
- By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.☆71Updated 4 years ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆53Updated 2 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆49Updated 3 weeks ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Causal Inference using Bayesian Additive Regression Trees☆82Updated last month
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆18Updated 5 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆78Updated 3 weeks ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆104Updated 2 months ago
- Causal Inference: What If. R and Stata code for Exercises☆90Updated 3 months ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 6 months ago
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 3 years ago
- miceRanger: Fast Imputation with Random Forests in R☆69Updated 3 years ago
- ☆21Updated 8 months ago
- Building a Survival Model in Stan.☆57Updated last year
- R package to allow tidybayes to work with the rethinking package☆26Updated last year
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated last week
- Longitudinal Targeted Maximum Likelihood Estimation package☆26Updated 2 years ago
- R package mediation☆68Updated 3 months ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- ☆26Updated last year
- A document introducing generalized additive models.📈☆82Updated last year
- Fast multivariate imputation by random forests.☆71Updated 5 months ago