Covariate adjustment in experiments with matched pairs

DOI10.1016/J.JECONOM.2024.105740MaRDI QIDQ6554215

Azeem M. Shaikh, Yuehao Bai, Liang Jiang, Yichong Zhang, Joseph P. Romano

Publication date: 12 June 2024

Published in: Journal of Econometrics (Search for Journal in Brave)

zbMATH Keywords

experimentmatched pairsLASSOcovariate adjustmentrandomized controlled trialtreatment assignment

Mathematics Subject Classification ID

Statistics (62-XX) Game theory, economics, finance, and other social and behavioral sciences (91-XX)

Cites Work

• Agnostic notes on regression adjustments to experimental data: reexamining Freedman's critique
• Covariate-adjusted Fisher randomization tests for the average treatment effect
• Simultaneous analysis of Lasso and Dantzig selector
• Central limit theorems and bootstrap in high dimensions
• On regression adjustments to experimental data
• Regression-assisted inference for the average treatment effect in paired experiments
• Program Evaluation and Causal Inference With High-Dimensional Data
• High-dimensional regression adjustments in randomized experiments
• Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
• Efficiency Study of Estimators for a Treatment Effect in a Pretest–Posttest Trial
• Causal Inference for Statistics, Social, and Biomedical Sciences
• Revisiting regression adjustment in experiments with heterogeneous treatment effects
• Inference in Experiments With Matched Pairs
• No-harm calibration for generalized Oaxaca-Blinder estimators

Related Items (2)

Covariate adjustment in stratified experiments ⋮ Inference in cluster randomized trials with matched pairs

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