There is really no limit how many factor can be included in ANOVA.\\
\\
Interpretations become more difficult as number of factor increases.\\
\\
ANOVA with 4 factors can have interactions between all of the factors which can be difficult to interpret.\\
\\
Here we will only describe ANOVA with 3 factors.