Search results: Sage Journals

Open accessResearch articleFirst published November, 2022

Bridging the Gap: A Systematic Benchmarking of Uplift Modeling and Heterogeneous Treatment Effects Methods

Jannik Rößler, Detlef Schoder

Journal of Interactive Marketing

Open accessResearch articleFirst published March, 2024

Heterogeneous treatment effect estimation for observational data using model-based forests

Susanne Dandl, Andreas Bender, Torsten Hothorn

Statistical Methods in Medical Research

Open accessResearch articleFirst published November, 2023

Modified interactive Q-learning for attenuating the impact of model misspecification with treatment effect heterogeneity

Yuan Zhang, David M Vock, Megan E Patrick [...]

Statistical Methods in Medical Research

Restricted accessResearch articleFirst published 2026

Assessing Heterogeneous Treatment Effects Using Bayesian (Non)Linear Growth Mixture Mediation Models

Ziwei Zhang, Nidhi Kohli, Eric F. Lock [...]

Journal of Educational and Behavioral Statistics

Restricted accessResearch articleFirst published December, 2023

Modeling Item-Level Heterogeneous Treatment Effects With the Explanatory Item Response Model: Leveraging Large-Scale Online Assessments to Pinpoint the Impact of Educational Interventions

Joshua B. Gilbert, James S. Kim, Luke W. Miratrix

Journal of Educational and Behavioral Statistics

Restricted accessResearch articleFirst published October, 2021

Testing for treatment effect in covariate-adaptive randomized trials with generalized linear models and omitted covariates

Yang Li, Wei Ma, Yichen Qin [...]

Statistical Methods in Medical Research

Open accessResearch articleFirst published April, 2022

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

Restricted accessResearch articleFirst published December, 2022

Endogenous models of binary choice outcomes: Copula-based maximum-likelihood estimation and treatment effects

Takuya Hasebe

The Stata Journal: Promoting communications on statistics and Stata

Open accessResearch articleFirst published October, 2016

Evaluating treatment effectiveness under model misspecification: A comparison of targeted maximum likelihood estimation with bias-corrected matching

Noémi Kreif, Susan Gruber, Rosalba Radice [...]

Statistical Methods in Medical Research

Restricted accessResearch articleFirst published January, 2016

Empirical Treatment Effectiveness Models for Binary Outcomes

Jarrod E. Dalton, Neal V. Dawson, Daniel I. Sessler [...]

Medical Decision Making

Open accessResearch articleFirst published November, 2022

Bridging the Gap: A Systematic Benchmarking of Uplift Modeling and Heterogeneous Treatment Effects Methods

Jannik Rößler, Detlef Schoder

Journal of Interactive Marketing

Open accessResearch articleFirst published March, 2024

Heterogeneous treatment effect estimation for observational data using model-based forests

Susanne Dandl, Andreas Bender, Torsten Hothorn

Statistical Methods in Medical Research

Open accessResearch articleFirst published November, 2023

Modified interactive Q-learning for attenuating the impact of model misspecification with treatment effect heterogeneity

Yuan Zhang, David M Vock, Megan E Patrick [...]

Statistical Methods in Medical Research

Restricted accessResearch articleFirst published 2026

Assessing Heterogeneous Treatment Effects Using Bayesian (Non)Linear Growth Mixture Mediation Models

Ziwei Zhang, Nidhi Kohli, Eric F. Lock [...]

Journal of Educational and Behavioral Statistics

Restricted accessResearch articleFirst published December, 2023

Modeling Item-Level Heterogeneous Treatment Effects With the Explanatory Item Response Model: Leveraging Large-Scale Online Assessments to Pinpoint the Impact of Educational Interventions

Joshua B. Gilbert, James S. Kim, Luke W. Miratrix

Journal of Educational and Behavioral Statistics

Restricted accessResearch articleFirst published October, 2021

Testing for treatment effect in covariate-adaptive randomized trials with generalized linear models and omitted covariates

Yang Li, Wei Ma, Yichen Qin [...]

Statistical Methods in Medical Research

Open accessResearch articleFirst published April, 2022

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

Restricted accessResearch articleFirst published December, 2022

Endogenous models of binary choice outcomes: Copula-based maximum-likelihood estimation and treatment effects

Takuya Hasebe

The Stata Journal: Promoting communications on statistics and Stata

Open accessResearch articleFirst published October, 2016

Evaluating treatment effectiveness under model misspecification: A comparison of targeted maximum likelihood estimation with bias-corrected matching

Noémi Kreif, Susan Gruber, Rosalba Radice [...]

Statistical Methods in Medical Research

Restricted accessResearch articleFirst published January, 2016

Empirical Treatment Effectiveness Models for Binary Outcomes

Jarrod E. Dalton, Neal V. Dawson, Daniel I. Sessler [...]

Medical Decision Making