Preheat oven to 350 degrees F. Grease and lightly flour a 13 x 9-inch baking pan.
Stir together sugar, butter, eggs and vanilla extract. Combine with flour and pecans, mixing with a spoon. Pour into prepared pan. Bake for 35 minutes. Cool and cut into squares.