STATISTICS
posted by JT .
Can a ANOVA be compared to a blood test?

Judging by this definition, NO
http://en.wikipedia.org/wiki/Analysis_of_variance
A blood test is a single measurement upon one individual at one time. Statistics are not involved.
ANOVA is used on groups of data to determine controlling variables.