The website is in Maintenance mode. We are in the process of adding more features.
Any new bookmarks, comments, or user profiles made during this time will not be saved.

AIML.com

Machine Learning Resources

What is the equivalent of the overall F test in logistic regression?

Bookmark this question

The equivalent of the overall F-Test in logistic regression is Deviance.

The difference between the null and residual deviance can be approximated by a Chi-Squared distribution with degrees of freedom equal to the difference in number of parameters between the proposed and null model using a likelihood ratio test. With a Chi-squared test statistic and corresponding degrees of freedom, a p-value can be obtained. If the p-value is small, there is significant evidence that the proposed model is doing a better job than a model with no predictors in fitting the data. 

Leave your Comments and Suggestions below:

Please Login or Sign Up to leave a comment

Partner Ad  

Find out all the ways
that you can

Explore Questions by Topics

Partner Ad

Learn Data Science with Travis - your AI-powered tutor | LearnEngine.com