2 papers
stat.ME2025
Inference at the data's edge: Gaussian processes for modeling and inference under model-dependency, poor overlap, and extrapolation
Soonhong Cho, Doeun Kim, Chad Hazlett
Many inferential tasks involve fitting models to observed data and predicting outcomes at new covariate values, requiring interpolation or extrapolation. Conventional methods selec…
stat.ME2025
Non-Existent Outcomes in Research on Inequality: A Causal Approach
Ian Lundberg, Soonhong Cho
Scholars of social stratification often study exposures that shape life outcomes. But some outcomes (such as wage) only exist for some people (such as those who are employed). We s…