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A New Look at the Odds Ratio in Logistic Regression

Published 24 Apr 2025 in stat.ME | (2504.17205v1)

Abstract: The standard odds ratio of logistic regression is foundational but limited to individual explanatory variables. This work derives a multivariable odds ratio that applies to all the explanatory variables in all their combinations.

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