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1.In this example, the equation from the logistic regression model is written in the form of the log odds ratio.
2.As we will see, for interpretation, we will need to transform estimates from the log scale.
3.This is shown for the predictor variable obesity. If we exponentiate the beta coefficient of 0.658, the estimated odds ratio of the incidence CVD is 1.93 in the presence of obesity versus absence of obesity.