Instability of inverse probability weighting methods and a remedy for non-ignorable missing data

Pengfei Li, Jing Qin, Yukun Liu

Inverse probability weighting (IPW) methods are commonly used to analyze non-ignorable missing data under the assumption of a logistic model for the missingness probability. Howeve…