gen yr gpa 1 2 3 3.719 2 2 2 2.913 3 1 1 4.000 4 2 4 3.931 5 2 1 3.227 6 1 2 3.511 7 1 2 3.823 8 2 3 3.115 9 1 1 3.921 10 1 4 3.714 11 1 2 3.432 12 2 2 2.988 Output of aggregate function grouping by gen. gender x [1,] 1 3.7335 [2,] 2 3.3155 Output of aggregate function grouping by yr. gender x [1,] 1 3.7160 [2,] 2 3.3334 [3,] 3 3.4170 [4,] 4 3.8225