ANOVA analysis: ESS, RSS, and TSS Interpret the estimated coefficients: ˆ β1: On average, the consumption expenditure is equal to 0.97 when income is zero, holding other factors fixed. ˆ β2: On average, if income goes up by 1%, the consumption expenditure goes up by 0.95%, holding other factors fixed. The explanatory power of regression model: r2