Bayesian Analysis with Python - Second Edition

Interpreting the coefficients of a logistic regression

We must be careful when interpreting the coefficients of a logistic regression. Interpretation is not as straightforward as with linear models, which we looked at in Chapter 3, Modeling with Linear Regression. Using the logistic inverse link function introduces a non-linearity that we have to take into account. If is positive, increasing will increase by some amount, but the amount is not ...