Inference from Non-Random Samples Using Bayesian Machine Learning

Yutao Liu, Andrew Gelman, Qixuan Chen

We consider inference from non-random samples in data-rich settings where high-dimensional auxiliary information is available both in the sample and the target population, with sur…