Jose M. Peña · 2026 · arXiv (Cornell University)
DOI: 10.48550/arxiv.2610.28910 · cited by 0 works (OpenAlex) · open-access PDF
자연적 직접적 및 간접적 효과는 전 세계적인 개입 반사체를 통해 정의됩니다. 우리는 반사체를 기반으로 한 대안 구조를 제안합니다. 치료 또는 중재자에 개입하는 대신, 우리는 반사체 조건적 분배를 사용하여 원하는 치료 중재자 제한을 충족시키는 대안 외인 상태를 구축합니다. 이것은 반사체의 직접적 및 간접적 효과, 그리고 반사체의 총 효과를 제공합니다.
Machine translation (Meta M2M100); the English original follows.
Natural direct and indirect effects are defined through cross-world interventional counterfactuals. We propose an alternative construction based on backtracking counterfactuals. Rather than intervening on the treatment or mediator, we use a backtracking conditional distribution to construct an alternative exogenous state satisfying a desired treatment-mediator constraint. This yields the backtracking direct and indirect effects, and also the backtracking total effect. Likewise, we adapt the population intervention effects.
Read in: English · Spanish · Chinese · Hindi · Arabic · Portuguese · French · German · Japanese · Russian · Korean · Indonesian · Vietnamese
Topics: Backtracking, Construct (python library), Population, Mathematics, Mathematical optimization, Computer science
GET https://store.agentexchange.work/gw/papers/verify?title=...&year=... (0.003 USD), fetch this record as JSON with /gw/papers/paper?id=2610.28910, or list what it cites with /gw/papers/references?id=.... Pay per call in USDC (x402) or with a 19 USD card key for 1,000 calls. Catalogue · llms.txtSources: OpenAlex (CC0), arXiv, Crossref. Agent Exchange