SPSS Tutorial: Testing Assumptions of Multicollinearity and Linear Relationships @AnotherPsi
SPSS Tutorial: Testing Assumptions of Multicollinearity and Linear Relationships @AnotherPsi
Uploaded June 2023 | Updated September 2026, 1 hour ago
00:00 Linear Relationship
07:07 Multicollinearity

This video goes over how to test for assumptions of multicollinearity using VIF (variance inflation factor) and by investigating pearson correlations. We also test the assumption of linear relationships between the outcome and predictor variables. This needs to be done before interpreting/running a multiple regression analysis/model.

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SPSS Tutorial: Testing Assumptions of Multicollinearity and Linear Relationships

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