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This tag describes the process of creating a statistical or machine learning model. Always add a more specific tag.
21
votes
4
answers
37k
views
Can I simply remove one of two predictor variables that are highly linearly correlated?
Using Pearson's Correlation Coefficient, I have several variables that are highly correlated ($\rho = 0.978$ and $\rho = 0.989$ for 2 pairs of variables that are in my model).
The reason some of the …
34
votes
1
answer
25k
views
Is interaction possible between two continuous variables?
All of my variables are continuous. There are no levels. Is it possible to even have interaction between the variables?