According to Prof. R.A. Fisher ," Variance analysis is to know whether variance between two sample is important or not . For this we do one important sample test , that is called F- Test .
In other words , " Analysis of variance is the separation of the variance ascribable to the group of causes from the variance ascribable to other group ."