1 code implementation • 19 Feb 2021 • Yuxiang Gao, Lauren Kennedy, Daniel Simpson
Using MRP-style estimators, treatment effect estimates for areas as small as 1. 3$\%$ of the population have lower bias and variance than standard causal inference methods, even in the presence of treatment effect heterogeneity.
Causal Inference Methodology
2 code implementations • 19 Aug 2019 • Yuxiang Gao, Lauren Kennedy, Daniel Simpson, Andrew Gelman
A central theme in the field of survey statistics is estimating population-level quantities through data coming from potentially non-representative samples of the population.
Methodology