PEQ-Net jointly estimates multiple longitudinal treatment policies via a shared policy encoder and kernel mean embeddings to constrain second-order bias after LTMLE correction.
Journal of Epidemiology & Community Health , volume=
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
UNVERDICTED 2representative citing papers
Data equity, prediction equity, and decision equity are distinct statistical requirements that need separate evaluations to address how racial biases in pulse oximetry measurements lead to treatment disparities.
citing papers explorer
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Smooth Multi-Policy Causal Effect Estimation in Longitudinal Settings
PEQ-Net jointly estimates multiple longitudinal treatment policies via a shared policy encoder and kernel mean embeddings to constrain second-order bias after LTMLE correction.
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Data (in)equities in data science: Dissecting systemic and systematic biases in pulse oximetry
Data equity, prediction equity, and decision equity are distinct statistical requirements that need separate evaluations to address how racial biases in pulse oximetry measurements lead to treatment disparities.