Nonparametric Identification and Estimation of Causal Effects on Latent Outcomes

Jiawei Fu, Donald P. Green

How should researchers conduct causal inference when the outcome of interest is latent and measured imperfectly by multiple indicators? We develop a general nonparametric framework…