Concept information
Preferred term
logic regression
Definition
- Logic regression is an adaptive regression and classification tool to address problems arising when data of mostly binary covariates are analyzed and the interactions between these predictors are of main interest to predict future outcomes or to identify variables that are associated with a particular outcome. Logic regression should not be confused with logistic regression: For logistic regression, the response is binary; for logic regression, the covariates are binary, but the response and the regression model can have any form. [Source: Encyclopedia of Medical Decision Making; Logic Regression]
Broader concept
Belongs to group
URI
https://concepts.sagepub.com/social-science/concept/logic_regression
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