grf: Generalized Random Forests

Canonical link: https://rscholar.com/pkg/grf

Julie Tibshirani • Susan Athey • Rina Friedberg • Vitor Hadad • David Hirshberg • Luke Miner • Erik Sverdrup • Stefan Wager • Marvin Wright • View description and downloads View dependencies GitHub project

2017 Published

0 Citations

9 Authors

23 Revisions

2.5.0 Version

GPL-3 License

Referenced by ⇅	Year
rdddr: Companion Datasets and Functions for Blair, Coppock, and Humphreys (2022) "Research Design: Declare, Diagnose, Redesign" (Version 1.0.0)	2022
CRE: Interpretable Discovery and Inference of Heterogeneous Treatment Effects (Version 0.2.7)	2022
EpiForsk: Code Sharing at the Department of Epidemiology Research at Statens Serum Institut (Version 0.2.0)	2023
causalweight: Estimation Methods for Causal Inference Based on Inverse Probability Weighting and Doubly Robust Estimation (Version 1.1.4)	2018
policytree: Policy Learning via Doubly Robust Empirical Welfare Maximization over Trees (Version 1.2.3)	2020
rdss: Companion Datasets and Functions for Research Design in the Social Sciences (Version 1.0.14)	2023
roseRF: ROSE Random Forests for Robust Semiparametric Efficient Estimation (Version 0.1.0)	2024
CRE Effects: (Version )	0
OutcomeWeights: Outcome Weights of Treatment Effect Estimators (Version 0.1.1)	2024
aggTrees: Aggregation Trees (Version 2.1.0)	2023
causalDT: Causal Distillation Trees (Version 1.0.0)	2025
causalQual: Causal Inference for Qualitative Outcomes (Version 1.0.0)	2025
cohetsurr: Assessing Complex Heterogeneity in Surrogacy (Version 2.0)	2024
cramR: Cram Method for Efficient Simultaneous Learning and Evaluation (Version 0.1.1)	2025
evalHTE: Evaluating Heterogeneous Treatment Effects (Version 0.1.0)	2026
evalITR: Evaluating Individualized Treatment Rules (Version 1.0.0)	2020
htetree: Causal Inference with Tree-Based Machine Learning Algorithms (Version 0.1.20)	2023
longsurr: Longitudinal Surrogate Marker Analysis (Version 1.1)	2022
maq: Multi-Armed Qini (Version 0.6.0)	2023
qeML: Quick and Easy Machine Learning Tools (Version 1.1)	2023
roseRF Estimation: (Version )	0
targeted: Targeted Inference (Version 0.7.1)	2020

RPKG Scholar presents a tabulation of an author's contribution in the development of R packages stored in the Comprehensive R Archive Network (CRAN). Within this site, we consider package dependencies (suggests,imports,depends,enhances) as citations because we believe that using one's package to develop another is tantamount to citing the author of the package being imported, suggested or enhanced.