A Gaussian process framework for overlap and causal effect estimation with high-dimensional covariates

Debashis Ghosh, Efrén Cruz-Cortés

A powerful tool for the analysis of nonrandomized observational studies has been the potential outcomes model. Utilization of this framework allows analysts to estimate average tre…