Doubly Robust Inference when Combining Probability and Non-probability Samples with High-dimensional Data

Shu Yang, Jae Kwang Kim, Rui Song

Non-probability samples become increasingly popular in survey statistics but may suffer from selection biases that limit the generalizability of results to the target population. W…