ck37 / ck37r
R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.
☆19Updated last month
Alternatives and similar repositories for ck37r:
Users that are interested in ck37r are comparing it to the libraries listed below
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 3 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆37Updated 2 months ago
- Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).☆47Updated 4 years ago
- Build machine learning models in R like using python's scikit-learn library☆32Updated 11 months ago
- Simulate Survival Data☆23Updated 4 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆24Updated 2 years ago
- Code and resources to serve as a starting point for data science projects.☆21Updated 3 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 2 months ago
- Explanations for survival models☆15Updated 2 years ago
- Subset partitioning via anticlustering☆31Updated this week
- Targeted Learning for Survival Analysis☆20Updated last year
- R & Stan code associated with my "Bayes Days" workshop☆14Updated 9 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆19Updated 2 years ago
- 🤠 📿 The Highly Adaptive Lasso☆49Updated last month
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf☆58Updated last year
- Materials for the Teaching Data Science workshop at JSM 2019☆21Updated 5 years ago
- Scroll down this page for installation instructions, or see this poster:☆24Updated last month
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆12Updated 3 years ago
- By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.☆66Updated 3 years ago
- Moment-Based Estimation for Hierarchical Models (R Package)☆25Updated 6 years ago
- R package for fitting joint models to time-to-event and longitudinal data☆18Updated 2 weeks ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆12Updated 2 years ago
- timereg R package, survival analysis methods☆30Updated 4 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆23Updated last year
- Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of simulations from the …☆41Updated this week
- Examples and data from Gelman & Hill 2007☆20Updated 6 years ago
- R package for estimating and visualizing multilevel propensity score models.☆16Updated 4 years ago
- String interpolation to build regression formulas☆8Updated 3 months ago
- MachineShop: R package of models and tools for machine learning☆61Updated 4 months ago