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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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Bibliographische Detailangaben
Veröffentlicht in:Uncertain Artif Intell
Hauptverfasser: Bhattacharya, Rohit, Malinsky, Daniel, Shpitser, Ilya
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6935347/
https://ncbi.nlm.nih.gov/pubmed/31885520
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