what are the assumptions that must hold for regression models 
to properly interpret the output of a regression model the following main assumptions about the underlying data process of what you are analyzing must hold the bottom lineregression is a statistical method that tries to determine the strength and character of the relationship between one dependent variable and a series of other variables it is used in finance investing and other disciplines regression analysis uncovers the associations between variables observed in data but cannot easily indicate causation 