Conceptual Chimeras: Upstream Bias in Casual Inference

• In Event: Causal Inference

Brief Overview

This paper introduces Mechanism-Isolated Encoding, a pre-processing solution for chimeric exposure variables in causal modeling. Instead of complex interactions, it decomposes composite exposures into pathway-specific variables before estimation.

Author

• Mauricio Mandujano Manriquez, University of Oslo