In a small bowl, stir together the granulated sugar, cinnamon and walnuts. In a large bowl, beat the brown sugar, butter and oil until fluffy. If necessary, use the back of a spoon to press out any lumps in the brown sugar. Beat in the eggs, 1 at a time, beating until fully combined. Beat in the vanilla and yogurt.