Estimation based on nearest neighbor matching: from density ratio to average treatment effect

Zhexiao Lin, Peng Ding, Fang Han

Nearest neighbor (NN) matching as a tool to align data sampled from different groups is both conceptually natural and practically well-used. In a landmark paper, Abadie and Imbens…