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An unbiased estimator of the causal effect on the variance based on the back-door criterion in Gaussian linear structural equation models.
Taiki Tezuka
Manabu Kuroki
Published in:
J. Multivar. Anal. (2023)
Keyphrases
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structural equation models
unbiased estimator
causal effects
low variance
subspace information criterion
causal models
generalization error
online discussion
minimum variance
causal relations
directed acyclic graph
training set
experimental data