arXiv 4 Apr 2024 · Econometrics · 1 citations (OpenAlex)
arXiv:2404.03235 · PDF · DOI · OpenAlex · Extracted main text
How robust are analyses based on marginal treatment effects (MTE) to violations of Imbens and Angrist (1994) monotonicity? In this note, I present weaker forms of monotonicity under which popular MTE-based estimands still identify the parameters of interest.
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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 | Imbens, Guido W., & Angrist, Joshua D (1994) Identification and Estimation of Local Average Treatment Effects | 1.000 | 5 | 3 | 100% |
| 2 | Heckman, James J, & Vytlacil, Edward J (1999) Local instrumental variables and latent variable models for identifying and bounding treatment effects | 0.874 | 5 | 2 | 100% |
| 3 | Heckman, James J, & Vytlacil, Edward (2005) Structural equations, treatment effects, and econometric policy evaluation 1 | 0.811 | 4 | 2 | 100% |
| 4 | Sigstad, Henrik (2024) Monotonicity among judges: Evidence from judicial panels and consequences for judge IV designs self | 0.811 | 4 | 2 | 100% |
| 5 | Arnold, David, Dobbie, Will, & Hull, Peter (2021) Measuring racial discrimination in algorithms | 0.737 | 3 | 2 | 100% |
| 6 | Heckman, James J, & Vytlacil, Edward J (2007) Econometric evaluation of social programs, part II: Using the marginal treatment effect to organize alternative econometric esti… | 0.737 | 3 | 2 | 100% |
| 7 | Björklund, Anders, & Moffitt, Robert (1987) The estimation of wage gains and welfare gains in self-selection models | 0.644 | 2 | 2 | 100% |
| 8 | Bhuller, Manudeep, Dahl, Gordon B, Lken, Katrine V, & Mogstad, Magne (2020) Incarceration, recidivism, and employment | 0.585 | 3 | 1 | 100% |
| 9 | Arnold, David, Dobbie, Will, & Yang, Crystal S (2018) Racial Bias in Bail Decisions | 0.511 | 2 | 1 | 100% |
| 10 | Doyle Jr, Joseph J (2007) Child protection and child outcomes: Measuring the effects of foster care | 0.511 | 2 | 1 | 100% |
Showing the top 10 of 16 scored citations.
arXiv econ.EM papers that cite this one, ranked by how heavily they lean on it.
| Citing paper | Intensity | Mentions | Sections | |
|---|---|---|---|---|
| 1 | Evaluating Counterfactual Policies Using Instruments | 0.644 | 2 | 2 |
| 2 | When does IV identification not restrict outcomes? | 0.511 | 2 | 2 |