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Difference between Generalized linear modelling and regular logistic regression

I am trying to perform logistic regression for my data. I came to know about glm. What is the actual difference between glm and regular logistic regression? What are the pros and cons of it?

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Nikhitha Reddy Avatar asked Oct 28 '25 14:10

Nikhitha Reddy


1 Answers

Logistic Regression is a special case of Generalized Linear Models. GLMs is a class of models, parametrized by a link function. If you choose logit link function, you'll get Logistic Regression.

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Artem Sobolev Avatar answered Oct 31 '25 11:10

Artem Sobolev