Causal Inference with Corrupted Data: Measurement Error, Missing Values, Discretization, and Differential Privacy

Anish Agarwal and Rahul Singh, Data Privacy Protection and the Conduct of Applied Research: Methods, Approaches and their Consequences (University of Chicago Press, 2024), https://www.nber.org/books-and-chapters/data-privacy-protection-and-conduct-applied-research-methods-approaches-and-their-consequences/causal-inference-corrupted-data-measurement-error-missing-values-discretization-and-differential.