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Research article

First published 2024-11

Comparison of random forest methods for conditional average treatment effect estimation with a continuous treatment

Sami Tabib, Denis Larocque

Statistical Methods in Medical Research

Retricted access

Research article

First published 2020-4

Variable Selection for Causal Effect Estimation: Nonparametric Conditional Independence Testing With Random Forests

Bryan Keller

Journal of Educational and Behavioral Statistics

Open access

Research article

First published 2023-7

Enhancing Donor Agency to Improve Charitable Giving: Strategies and Heterogeneity

Emilie Esterzon, Aurélie Lemmens, Bram Van den Bergh

Journal of Marketing

Retricted access

Research article

First published 2025-6

Optimal policy learning using Stata

Giovanni Cerulli

The Stata Journal: Promoting communications on statistics and Stata

Open access

Research article

First published 2022-4

Modeling treatment effect modification in multidrug-resistant tuberculosis in an individual patientdata meta-analysis

Yan Liu, Mireille E Schnitzer, Guanbo Wang [...]

Statistical Methods in Medical Research

Open access

Research article

First published 2023-8

Inference on subgroups identified based on a heterogeneous treatment effect in a post hoc analysis of a clinical trial

Beibo Zhao, Anastasia Ivanova, Jason Fine

Clinical Trials

Free access

Research article

First published 2017-1

Identification and Estimation of Treatment Effects in the Presence of (Correlated) Neighborhood Interactions: Model and Stata Implementation via Ntreatreg

Giovanni Cerulli

The Stata Journal: Promoting communications on statistics and Stata

Free access

Research article

First published 2017-12

Identification and Estimation of Treatment Effects in the Presence of (Correlated) Neighborhood Interactions: Model and Stata Implementation via Ntreatreg

Giovanni Cerulli

The Stata Journal: Promoting communications on statistics and Stata

Retricted access

Research article

First published 2005-12

Estimating Causal Effects From Multilevel Group-Allocation Data

Alix I. Gitelman

Journal of Educational and Behavioral Statistics

Retricted access

Research article

First published 2025-12

Center-specific causal inference with multicenter trials—Interpreting trial evidence in the context of each participating center

Sarah E. Robertson, Jon A. Steingrimsson, Nina R. Joyce [...]

Statistical Methods in Medical Research

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