3 papers
stat.ME2025
Understanding Spatial Regression Models from a Weighting Perspective in an Observational Study of Superfund Remediation
Sophie M. Woodward, Francesca Dominici, Jose R. Zubizarreta
A key challenge in environmental health research is unmeasured spatial confounding, driven by unobserved spatially structured variables that influence both treatment and outcome. A…
stat.ME2025
On the Use of Weighting for Personalized and Transparent Evidence Synthesis
Wenqi Shi, José R. Zubizarreta
Over the past few decades, statistical methods for causal inference have made impressive strides, enabling progress across a range of scientific fields. However, much of this metho…
stat.ME2024
Effect Aliasing in Observational Studies
Paul R. Rosenbaum, Jose R. Zubizarreta
In experimental design, aliasing of effects occurs in fractional factorial experiments, where certain low order factorial effects are indistinguishable from certain high order inte…