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Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders.
Debo Cheng
Ziqi Xu
Jiuyong Li
Lin Liu
Jixue Liu
Wentao Gao
Thuc Duy Le
Published in:
CoRR (2023)
Keyphrases
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causal inference
observational data
latent variables
additive noise
experimental data
causal models
abductive reasoning
directed acyclic graph
nonmonotonic reasoning
image processing
parameter estimation
discrete data
data mining
motion estimation
importance sampling
rare events