Construct · 1 fields · 1 citations

covariate balancing propensity score: a standalone construct

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Causal inference

a propensity score estimated so that it both predicts treatment and directly balances covariates between groups, reducing sensitivity to model misspecification.

In causal inference, covariate balancing propensity score refers to a propensity score estimated so that it both predicts treatment and directly balances covariates between groups, reducing sensitivity to model misspecification. This meaning comes from Imai (2013) in Journal of the Royal Statistical Society Series B: Statistical Methodology.[1]

Unit
Recovery means
Measured by

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Nearby constructs

causation6 fields · 15 citationsjingle · one name, six constructs inference3 fields · 5 citationsjingle · one word, three constructs model3 fields · 3 citationsjingle · one word, three constructs

References

Imai, K., & Ratkovic, M. (2013). Covariate Balancing Propensity Score. Journal of the Royal Statistical Society Series B: Statistical Methodology, 76(1), 243-263. https://doi.org/10.1111/rssb.12027

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