Somewhere in your last analysis, there might be two predictors that are almost the same variable, and the collinearity check you ran to catch it told you everything was fine. It wasn’t lying. The calculation was right. The scale it reports on is the problem. Here’s how Harshit Singh and Simoni Pant found out.
Amstat News
The Membership Magazine of the American Statistical Association