Bias of the regression estimator for experiments using clustered random assignment

DOI10.1016/J.SPL.2008.03.008zbMath1147.62329OpenAlexW2048969707MaRDI QIDQ952852

Joel A. Middleton

Publication date: 14 November 2008

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2008.03.008

zbMATH Keywords

collapsed data regressionindividual level regression

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20)

Related Items (3)

Sampling‐based Randomised Designs for Causal Inference under the Potential Outcomes Framework ⋮ On equivalencies between design-based and regression-based variance estimators for randomized experiments ⋮ Rank tests in unmatched clustered randomized trials applied to a study of teacher training

Cites Work

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• Marginal Analyses of Clustered Data When Cluster Size Is Informative
• Comment on J. Neyman and causal inference in experiments and observational studies: On the application of probability theory to agricultural experiments. Essay on principles. Section 9 [Ann. Agric. Sci. 10 (1923), 1--51]
• On regression adjustments to experimental data
• Identification of Causal Effects Using Instrumental Variables
• A Class of Robust Sampling Designs for Large-Scale Surveys

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