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two-stage regression
two-stage regression
3 papers
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Co-occurring keywords
· papers mentioning both
kernel methods
(2)
moment restriction
(2)
causal effect estimation
(2)
proximal causal learning
(1)
two-stage least square
(1)
confounder balancing
(1)
proxy variable
(1)
instrumental variable
(1)
unobserved confounding
(1)
observational data
(1)
Papers
Kernel Single Proxy Control for Deterministic Confounding
AISTATS 2025
Instrumental Variable Regression with Confounder Balancing
ICML 2022
Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction
ICML 2021
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