1 citations · 1 across the 2 of their papers we have counts for
6 papers
Discussion of the manuscript: Spatial+ a novel approach to spatial confounding
Georgia Papadogeorgou
I congratulate Dupont, Wood and Augustin (DWA hereon) for providing an easy-to-implement method for estimation in the presence of spatial confounding, and for addressing some of th…
Clarifying Selection Bias in Cluster Randomized Trials: Estimands and Estimation
Fan Li, Zizhong Tian, Jennifer Bobb +1
In cluster randomized trials, patients are typically recruited after clusters are randomized, and the recruiters and patients may not be blinded to the assignment. This often leads…
Propensity Score Weighting for Causal Subgroup Analysis
Siyun Yang, Elizabeth Lorenzi, Georgia Papadogeorgou +3
A common goal in comparative effectiveness research is to estimate treatment effects on pre-specified subpopulations of patients. Though widely used in medical research, causal inf…
Mitigating Unobserved Spatial Confounding when Estimating the Effect of Supermarket Access on Cardiovascular Disease Deaths
Patrick Schnell, Georgia Papadogeorgou
Confounding by unmeasured spatial variables has received some attention in the spatial statistics and causal inference literatures, but concepts and approaches have remained largel…
Bipartite Causal Inference with Interference
Corwin M. Zigler, Georgia Papadogeorgou
Statistical methods to evaluate the effectiveness of interventions are increasingly challenged by the inherent interconnectedness of units. Specifically, a recent flurry of methods…
A causal exposure response function with local adjustment for confounding: Estimating health effects of exposure to low levels of ambient fine particulate matter
Georgia Papadogeorgou, Francesca Dominici
The Clean Air Act mandates that the National Ambient Air Quality Standards (NAAQS) must be routinely assessed to protect populations based on the latest science. Therefore, researc…