Showing posts with label logistic regression. Show all posts
Showing posts with label logistic regression. Show all posts

Friday, 14 January 2022

Difference between interpreting linear and logistic regression coefficients

Linear regression

Let's assume, we have the following linear regression model:

Then,  the difference between two outcomes is going to be as follows:

Let's assume that x has one-unit increase, but z stays unchanged:

The difference is then as follows:
We can say that one-unit increase in x, when other parameters held constant, results in b1 increase in y.