Gradient-Boosted Pseudo-Weighting: Methods for Population Inference from Nonprobability samples

Kangrui Liu, Lingxiao Wang, Yan Li

Nonprobability samples have rapidly emerged to address time-sensitive priority topics in a variety of fields. While these data are timely, they are prone to selection bias. To miti…