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Causal Inference Under Interference And Network Uncertainty

Classical causal and statistical inference methods typically assume the observed data consists of independent realizations. However, in many applications this assumption is inappropriate due to a network of dependences between units in the data. Methods for estimating causal effects have been develo...

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Detalhes bibliográficos
Publicado no:Uncertain Artif Intell
Main Authors: Bhattacharya, Rohit, Malinsky, Daniel, Shpitser, Ilya
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6935347/
https://ncbi.nlm.nih.gov/pubmed/31885520
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