How to identify potential collinearity among predictors when running multiple regression using SPSS

This video provides a general walkthrough of how you can identify potential collinearity among predictor variables when performing multiple linear regression. In it I discuss how Tolerance and Variance inflation factors are computed and their meaning, as well as demonstrate the use of the Collinearity diagnostics table in your regression results.
A copy of the SPSS dataset can be downloaded here: drive.google.com/file/d/1zoLL...
A copy of the Powerpoint referenced in the video can be downloaded here:
drive.google.com/file/d/1WKTe...

[@joseferreirapinto9523]

I want to thank you personally for your videos. You made this area of knowledge accessible to common people that have endured the terrible teaching process of stats in universities. Pls continue your journey your videos are really important to me.

[@mikecrowson2462]

Hi Jose. Thank you so much for your kind note. I teach stats at my university, and over the years it has become kind of a mission of mine to make statistical concepts and procedures more accessible to students and researchers generally. I'm so glad you find my work useful! I'll keep the videos coming :) Cheers!

[@lisaplummer6778]

Very helpful. Thank you!

[@izidoraskracic8387]

This is a brilliant video! Thank you so much for the clear and helpful explanation!

[@couragee1]

thank you

[@drabdreomzema5220]

How to Identify collinearity among predictors with a
Multicategorical predictor?