| Â | Df | Sum Sq | Mean Sq |
|---|---|---|---|
| Cheese | 3 | 1.155 | 0.385 |
| Protein_pct | 1 | 0.0005306 | 0.0005306 |
| Moisture_pct | 1 | 0.002841 | 0.002841 |
| pH | 1 | 1.409e-05 | 1.409e-05 |
| Calcium_pct | 1 | 2.059e-05 | 2.059e-05 |
| Phosphorus_pct | 1 | 6.685e-06 | 6.685e-06 |
| Sodium_pct | 1 | 1.805e-05 | 1.805e-05 |
| Insol_Calcium_from_total_Calcium_pct | 1 | 0.0005719 | 0.0005719 |
| Residuals | 10 | 0.000339 | 3.39e-05 |
| Â | F value | Pr(>F) |
|---|---|---|
| Cheese | 11356 | 5.889e-18 |
| Protein_pct | 15.65 | 0.002703 |
| Moisture_pct | 83.79 | 3.553e-06 |
| pH | 0.4155 | 0.5337 |
| Calcium_pct | 0.6073 | 0.4538 |
| Phosphorus_pct | 0.1972 | 0.6665 |
| Sodium_pct | 0.5324 | 0.4823 |
| Insol_Calcium_from_total_Calcium_pct | 16.87 | 0.00212 |
| Residuals | NA | NA |
```{, echo=FALSE, message=FALSE, error=FALSE}
tukey.multiple.anova <-TukeyHSD(multiple.anova)
tukey.multiple.anova
## Tukey Plot
```{, echo=FALSE, message=FALSE, error=FALSE}
tukey.plot.aov<-aov(yield ~ fertilizer:density, data=crop.data)
tukey.plot.test<-TukeyHSD(tukey.plot.aov)
plot(tukey.plot.test, las = 1)