# Does Linear Regression solve Simpson's Paradox?

I'm facing a problem where I think I might be falling into Simpson's Paradox. I remember proving Linear Regression by using partial derivatives, so I'm thinking that even though Linear Regression is a linear correlation, the effect of each parameter I'm analysing is isolated. Is that correct? Am I missing something?