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Identification and Estimation Of Causal Effects from Dependent Data

The assumption that data samples are independent and identically distributed (iid) is standard in many areas of statistics and machine learning. Nevertheless, in some settings, such as social networks, infectious disease modeling, and reasoning with spatial and temporal data, this assumption is fals...

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Bibliographic Details
Published in:Adv Neural Inf Process Syst
Main Authors: Sherman, Eli, Shpitser, Ilya
Format: Artigo
Language:Inglês
Published: 2018
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6330046/
https://ncbi.nlm.nih.gov/pubmed/30643365
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