A Conceptual Framework for Quantifying the Robustness of a Regression-Based Causal Inference in Observational Study

The internal validity of a causal inference made based on an observational study is often subject to debate. The potential outcomes framework of causal inference stipulates that causal inference is essentially a missing data problem, and we follow this spirit to define the ideal sample as the combin...

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Bibliographic Details
Main Authors: Tenglong Li, Kenneth A. Frank, Mingming Chen
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/12/3/388