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Generalization bound for estimating causal effects from observational network data.
Ruichu Cai
Zeqin Yang
Weilin Chen
Yuguang Yan
Zhifeng Hao
Published in:
CoRR (2023)
Keyphrases
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causal effects
observational data
structural equation models
causal relations
experimental data
upper bound
causal relationships
lower bound
directed acyclic graph
linear models
worst case
sample size
latent variables
high dimensional