3 papers
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…
stat.AP2025
Hierarchical models for small area estimation using zero-inflated forest inventory variables: comparison and implementation
Grayson W. White, Andrew O. Finley, Josh K. Yamamoto +5
National Forest Inventory (NFI) data are typically limited to sparse networks of sample locations due to cost constraints. While design-based estimators provide reliable forest par…