> ex_11_1.mod1 <- aov(y ~ a*b*c) > anova(ex_11_1.mod1) Analysis of Variance Table Response: y Df Sum Sq Mean Sq F value Pr(>F) a 1 0.5 0.5 b 1 180.5 180.5 c 1 40.5 40.5 a:b 1 12.5 12.5 a:c 1 24.5 24.5 b:c 1 60.5 60.5 a:b:c 1 12.5 12.5 Residuals 0 0.0 Warning message: In anova.lm(ex_11_1.mod1) : ANOVA F-tests on an essentially perfect fit are unreliable > summary.lm(ex_11_1.mod1) Call: aov(formula = y ~ a * b * c) Residuals: ALL 8 residuals are 0: no residual degrees of freedom! Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 33.75 NA NA NA a -0.25 NA NA NA b -4.75 NA NA NA c 2.25 NA NA NA a:b 1.25 NA NA NA a:c -1.75 NA NA NA b:c -2.75 NA NA NA a:b:c 1.25 NA NA NA Residual standard error: NaN on 0 degrees of freedom Multiple R-squared: 1, Adjusted R-squared: NaN F-statistic: NaN on 7 and 0 DF, p-value: NA >