Don't do Linear Regressions if your Y can only assume certain values!

1 min read

red and white Stop road sign near green tree
red and white Stop road sign near green tree

Stop doing linear regression if...

... your Y is a probability
... your Y is a percentage
... your Y can only be 0, 1, 2, 3, etc

Here's why -- and what you should do instead.