large coefficients

What Does The Coefficient Of Regression Tell You? Coefficients. … In regression with a single independent variable, the coefficient tells you how much the dependent variable is expected to increase (if the coefficient is positive) or decrease (if the coefficient is negative) when that independent variable increases by one. Why are regression coefficients important? Statisticians