Alberto Abadie, Anish Agarwal, Guido Imbens, Siwei Jia, James McQueen, Serguei Stepaniants
arXiv 21 Jun 2023 · Statistics — Methodology · 2 citations (OpenAlex)
arXiv:2306.13681 · PDF · DOI · OpenAlex · Extracted main text
Business/policy decisions are often based on evidence from randomized experiments and observational studies. In this article we propose an empirical framework to estimate the value of evidence-based decision making (EBDM) and the return on the investment in statistical precision.
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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 | Jiafeng Chen (2024) Empirical Bayes When Estimation Precision Predicts Parameters | 0.511 | 2 | 1 | 100% |
| 2 | Roger Koenker and Ivan Mizera (2014) Convex Optimization, Shape Constraints, Compound Decisions, and Empirical Bayes Rules | 0.511 | 2 | 1 | 100% |
| 3 | Koenker, Roger and Gu, Jiaying (2017) REBayes: an R package for empirical Bayes mixture methods | 0.511 | 2 | 1 | 100% |
| 4 | Morris, Carl N (1983) Parametric empirical Bayes inference: Theory and applications | 0.511 | 2 | 1 | 100% |
| 5 | Vira Semenova (2023) Generalized Lee Bounds | 0.511 | 2 | 1 | 100% |
| 6 | Chetty, Raj and Hendren, Nathaniel (2018) THE IMPACTS OF NEIGHBORHOODS ON INTERGENERATIONAL MOBILITY II: COUNTY-LEVEL ESTIMATES | 0.405 | 1 | 1 | 100% |
| 7 | Efron, Bradley (2010) Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction | 0.405 | 1 | 1 | 100% |
| 8 | Christopher Walters (2024) Empirical Bayes methods in labor economics | 0.405 | 1 | 1 | 100% |
| 9 | Abadie, Alberto and Kasy, Maximilian (2019) Choosing among Regularized Estimators in Empirical Economics: The Risk of Machine Learning self | 0.405 | 1 | 1 | 100% |
| 10 | Andrews, Isaiah and Kitagawa, Toru and McCloskey, Adam (2023) Inference on Winners | 0.405 | 1 | 1 | 100% |
Showing the top 10 of 25 scored citations.
arXiv econ.EM papers that cite this one, ranked by how heavily they lean on it.
| Citing paper | Intensity | Mentions | Sections | |
|---|---|---|---|---|
| 1 | Optimizing Returns from Experimentation Programs | 0.874 | 5 | 2 |
| 2 | Empirical Bayes When Estimation Precision Predicts Parameters | 0.405 | 1 | 1 |
| 3 | Tweedie Calculus | 0.405 | 1 | 1 |