Nonparametric Identification and Estimation of Causal Effects on Latent Outcomes

Jiawei Fu, Donald P. Green

How can we conduct causal inference when the outcome of interest is latent and imperfectly measured by multiple indicators? We develop a nonparametric framework for identifying and…