scientific article; zbMATH DE number 7370548
From MaRDI portal
Publication:4998908
Marco Morucci, Sudeepa Roy, Alexander Volfovsky, Yameng Liu, Cynthia Rudin, M. Usaid Awan, Tianyu Wang
Publication date: 9 July 2021
Full work available at URL: https://arxiv.org/abs/1707.06315
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Related Items (4)
Estimating causal effects with optimization-based methods: a review and empirical comparison ⋮ Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects ⋮ Causal inference in data analysis with applications to fairness and explanations ⋮ Interpretable machine learning: fundamental principles and 10 grand challenges
Uses Software
Cites Work
- Unnamed Item
- BART: Bayesian additive regression trees
- Robust inference on average treatment effects with possibly more covariates than observations
- Generalized random forests
- Automated versus do-it-yourself methods for causal inference: lessons learned from a data analysis competition
- Matching for balance, pairing for heterogeneity in an observational study of the effectiveness of for-profit and not-for-profit high schools in Chile
- A comparison of three predictor selection techniques in multiple regression
- Efficient Estimation of the Dose–Response Function Under Ignorability Using Subclassification on the Covariates
- The central role of the propensity score in observational studies for causal effects
- Multivariate Matching Methods That are Equal Percent Bias Reducing, I: Some Examples
- Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
- Inference on Treatment Effects after Selection among High-Dimensional Controls
- Using Mixed Integer Programming for Matching in an Observational Study of Kidney Failure After Surgery
- A Martingale Representation for Matching Estimators
- Multivariate Matching Methods That Are Monotonic Imbalance Bounding
- Causal Inference for Statistics, Social, and Biomedical Sciences
- Causal Inference Using Potential Outcomes
This page was built for publication:
