ck37 / ck37rLinks
R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.
ā19Updated 4 months ago
Alternatives and similar repositories for ck37r
Users that are interested in ck37r are comparing it to the libraries listed below
Sorting:
- Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).ā47Updated 5 years ago
- šÆ Targeted Learning in R: A Causal Data Science Handbookā60Updated last year
- šÆš Generalized Targeted Learning Frameworkā41Updated 5 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policiesā75Updated last month
- Targeted Learning for Survival Analysisā23Updated 2 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Dataā41Updated last year
- šŖ š¤ Modern Super Learning with Machine Learning Pipelinesā106Updated 5 months ago
- Duration-Based Quantities of Interest and Simulation Methods for the Cox Proportional Hazards Modelā25Updated 4 years ago
- Causal Inference using Bayesian Additive Regression Treesā84Updated 4 months ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal dataā32Updated 10 months ago
- Sparse estimation of large time series modelsā32Updated 2 years ago
- Advanced Machine Learning and Visualizationā147Updated 2 weeks ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methodsā27Updated last year
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdfā59Updated 2 years ago
- Translating ML into Bayes, one line at a timeā81Updated 2 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis testsā20Updated 2 years ago
- Fast approximate Shapley values in Rā126Updated 6 months ago
- missCompare R package - intuitive missing data imputation frameworkā39Updated 5 years ago
- Piece-wise exponential Additive Mixed Modeling toolsā51Updated last week
- Variable importance through targeted causal inference, with Alan Hubbardā59Updated last month
- ā34Updated 3 years ago
- ā48Updated 2 years ago
- An R package for computing comorbidity scores.ā87Updated last year
- Fast multivariate imputation by random forests.ā71Updated 8 months ago
- By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.ā72Updated 4 years ago
- An R wrapper of SHAP python libraryā58Updated 2 years ago
- Simulate Survival Dataā24Updated 4 years ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially Dā¦ā63Updated 2 years ago
- Survival analysis workshop using Rā53Updated 6 years ago
- Build machine learning models in R like using python's scikit-learn libraryā33Updated last year