Local privacy mechanisms preserve rate-double-robustness, enabling unbiased and semiparametrically efficient inference on target parameters indexed linearly by infinite-dimensional and nonlinearly by low-dimensional components from noisy private data.
The effects of incentivizing early prenatal care on infant health
2 Pith papers cite this work, alongside 25 external citations. Polarity classification is still indexing.
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2026 2representative citing papers
Staggered Medicaid doula mandates have no average LBW effect but a marginal ~0.5pp reduction for Black mothers in early-adopting states, with a strong first-stage workforce expansion.
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Private Rate-Double-Robust Inference
Local privacy mechanisms preserve rate-double-robustness, enabling unbiased and semiparametrically efficient inference on target parameters indexed linearly by infinite-dimensional and nonlinearly by low-dimensional components from noisy private data.
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Helping Hands, Healthier Infants: The Effect of Medicaid Doula Coverage Mandates on Birth Outcomes
Staggered Medicaid doula mandates have no average LBW effect but a marginal ~0.5pp reduction for Black mothers in early-adopting states, with a strong first-stage workforce expansion.