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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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Foilsithe in:Uncertain Artif Intell
Main Authors: Bhattacharya, Rohit, Malinsky, Daniel, Shpitser, Ilya
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2019
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6935347/
https://ncbi.nlm.nih.gov/pubmed/31885520
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