Yuehao Bai, Azeem M. Shaikh, Max Tabord-Meehan
arXiv 6 May 2024 · Econometrics · 2 citations (OpenAlex)
arXiv:2405.03910 · PDF · DOI · OpenAlex · Extracted main text
The past two decades have witnessed a surge of new research in the analysis of randomized experiments. The emergence of this literature may seem surprising given the widespread use and long history of experiments as the "gold standard" in program evaluation, but this body of work has revealed many subtle aspects of randomized experiments that may have been previously unappreciated. This article provides an overview of some of these topics, primarily focused on stratification, regression adjustment, and cluster randomization.
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The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.
| Reference | Intensity | Mentions | Sections | Main text | |
|---|---|---|---|---|---|
| 1 | Lehmann, E. and Romano, J. P (2022) Testing Statistical Hypotheses | 1.000 | 5 | 3 | 100% |
| 2 | Bai, Y., Romano, J. P. and Shaikh, A. M (2022) Inference in Experiments With Matched Pairs self | 0.941 | 6 | 3 | 83% |
| 3 | Bugni, F. A., Canay, I. A. and Shaikh, A. M (2018) Inference Under Covariate-Adaptive Randomization self | 0.928 | 4 | 3 | 100% |
| 4 | Imbens, G. W. and Rubin, D. B (2015) Causal Inference in Statistics, Social, and Biomedical Sciences | 0.843 | 3 | 3 | 100% |
| 5 | Bai, Y., Liu, J., Shaikh, A. M. and Tabord-Meehan, M (2024) Inference in cluster randomized trials with matched pairs self | 0.811 | 4 | 2 | 100% |
| 6 | Bugni, F., Canay, I., Shaikh, A. and Tabord-Meehan, M (2022) Inference for Cluster Randomized Experiments with Non-ignorable Cluster Sizes self | 0.693 | 6 | 1 | 100% |
| 7 | Cochran, W. G (1977) Sampling techniques | 0.659 | 7 | 3 | 29% |
| 8 | Athey, S. and Imbens, G. W (2017) The Econometrics of Randomized Experiments | 0.644 | 2 | 2 | 100% |
| 9 | Cytrynbaum, M (2023) Optimal Stratification of Survey Experiments | 0.644 | 2 | 2 | 100% |
| 10 | Rosenberger, W. F. and Lachin, J. M (2015) Randomization in Clinical Trials: Theory and Practice | 0.644 | 2 | 2 | 100% |
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