Regression analysis is one of the most common tools in statistical analysis. It can be beautifully simple or very complex.

I can explain how it works in simple terms for people with zero background in statistics.

My favourite book on this, a hidden gem: Regression Analysis: A Practical Introduction by Jeremy Arkes