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What is Partially Linear Models in Data Combination about?
The paper investigates partially linear models when outcomes and some covariates are observed in separate, unlinked datasets, a common issue in empirical microeconomics. It introduces a novel inference method based on optimal transport theory that effectively characterizes the identified set and demonstrates good performance in finite samples. The approach is applied to intergenerational income mobility in the U.S., allowing for more informative confidence regions while relaxing previous exclusion restricti
- Author
- schokoticket
- Language
- EN