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stat.ME2026
Differentially Private Average Treatment Effect Estimation by Propensity Score Blocking
Duncan Stewardson, Grayson W. White, Adam Groce
Average treatment effect (ATE) estimation in observational studies is a fundamental statistical tool used frequently in social science, medicine, and other fields. These fields oft…
stat.ME2026
A penalized logistic generalized regression estimator
Grayson W. White, Kelly S. McConville, Cooper S. Schumacher
Under a model-assisted framework, a penalized logistic generalized regression estimator is developed to estimate a finite population proportion from complex survey data and auxilia…