Ways to find linearity

linearity

#1

Is correlation the only way to find linearity between the dependent and independent variables ?

Thanks and regards with best wishes
Debanjan


#2

You can use t-SNE to visualize the relationship between dependent and independent variables. Here’s a guide for it.


#3

You can try VIF too …Corelation matrix and VIF help you !!


#4

Hi
Build a linear model and check the residual. If the residual is normally distributed and now inflation of variance you have a linear relation.
Alain


#5

Thanks a lot to all of you for your help