arXiv 29 May 2023 · Econometrics
arXiv:2305.18114 · PDF · DOI · OpenAlex · Extracted main text
In many situations, researchers are interested in identifying dynamic effects of an irreversible treatment with a time-invariant binary instrumental variable (IV). For example, in evaluations of dynamic effects of training programs with a single lottery determining eligibility. A common approach in these situations is to report per-period IV estimates. Under a dynamic extension of standard IV assumptions, we show that such IV estimands identify a weighted sum of treatment effects for different latent groups and treatment exposures. However, there is possibility of negative weights. We discuss point and partial identification of dynamic treatment effects in this setting under different sets of assumptions.
appendix boundary found by appendix_command · 69% of the source is main text. Read the extracted text to check this.
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 | Angrist, Joshua, Ferman, Bruno, Gao, Carol, Hull, Peter, Tecchio, Ot… (2024) Instrumental Variables with Time-Varying Exposure: New Estimates of Revascularization Effects on Quality of Life self | 1.000 | 5 | 3 | 100% |
| 2 | Athey, Susan, Imbens, Guido W (2022) Design-based analysis in Difference-In-Differences settings with staggered adoption | 0.644 | 2 | 2 | 100% |
| 3 | Blandhol, Christine, Bonney, John, Mogstad, Magne, Torgovitsky, Alex… (2022) When is TSLS Actually LATE? | 0.644 | 2 | 2 | 100% |
| 4 | Borusyak, Kirill, Jaravel, Xavier, Spiess, Jann (2023) Revisiting Event Study Designs: Robust and Efficient Estimation | 0.644 | 2 | 2 | 100% |
| 5 | Callaway, Brantly, Sant’Anna, Pedro H.C (2021) Difference-in-Differences with multiple time periods | 0.644 | 2 | 2 | 100% |
| 6 | Sun, Liyang, Abraham, Sarah (2021) Estimating dynamic treatment effects in event studies with heterogeneous treatment effects | 0.644 | 2 | 2 | 100% |
| 7 | Abdulkadiroğlu, Atila, Angrist, Joshua D., Hull, Peter D., Pathak, P… (2016) Charters without Lotteries: Testing Takeovers in New Orleans and Boston | 0.511 | 2 | 1 | 100% |
| 8 | Imbens, Guido W., Angrist, Joshua D (1994) Identification and Estimation of Local Average Treatment Effects | 0.511 | 2 | 1 | 100% |
| 9 | Lundborg, Petter, Plug, Erik, Rasmussen, Astrid Würtz (2017) Can Women Have Children and a Career? IV Evidence from IVF Treatments | 0.511 | 2 | 1 | 100% |
| 10 | Miquel, Ruth (2002) Identification of Dynamic Treatment Effects by Instrumental Variables | 0.511 | 2 | 1 | 100% |
Showing the top 10 of 37 scored citations.