5.7 Logistic Regression: Interpreting Model Coefficients

[@sachinthagihani4141]

Thank you very much sir I am from Sri Lanka you explained well my final exams are coming soon at uni this part I could understand how to interpret the results Thank you so much....❤❤❤❤❤

[@medwithmaram]

God bless you! This has been giving me a headache and now its so much clearer

[@drachenschlachter6946]

So good explained!!!! Greetings from Germany!

[@pedrocolangelo5844]

Thank you so much for these lectures! You are an amazing professor.

[@MusafirHoonYaro]

Thank you very much for such a lucid explanation. If you have a playlist of videos on Logistical Modeling that cover determination of Confidence Intervals of the coefficients (Betas), could you kindly point me in the right direction? The textbook I am following skimps on these details. Thank you very much for your help.

[@Dearest_daisy]

Wonderful and clear explanations! Thank you so much!

[@al16899]

So helpful! Thank you for making this video! 😃

[@wasfiahoque4637]

What if x is numerical and has multiple continuous variables (A, B, C, D) NOT categorical ? Would A still be held as the reference? Is it always the first variable that is held as a reference for the continuous values in the x axis?

[@marinstatlectures]

For continuous variables the reference (part of the intercept) is for X=0, and for categorical variables/factors one of the categories/levels is the reference, and in software the default is the category that comes first alphabetically or numerically

[@huzaifaimam7252]

This is so helpful!

[@divutiful]

Thanks, this was really helpful!

[@phdpirate4917]

Thanks for the video. You really cleared things up for me. But now I'm wondering, what does it mean when the logistic regression coefficients are high like 7, 18 or 34?

[@JoaoVitorBRgomes]

it depends. If it is a cat variable, suppose sex, reference as male (0). If you have 7*sex, then being a woman makes 7 times more likely/ 700% change in the log odds relative to being a man.

[@adenrajput8531]

Thank you, Sir. It was so helpful. Could you please provide references for citation purposes?