Treatment effect estimation with observational network data using machine learning
Causal inference methods for treatment effect estimation usually assume independent units. However, this assumption is often questionable because units may interact, resulting in spillover effects between them. We develop augmented inverse probability weighting (AIPW) for estimation and inference of...
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| Principais autores: | , , , |
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| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
De Gruyter
2025-04-01
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| Serija: | Journal of Causal Inference |
| Teme: | |
| Online dostop: | https://doi.org/10.1515/jci-2023-0082 |
| Oznake: |
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