Beat butter in bowl at medium speed until smooth and creamy. Beat in brown sugar until fluffy, 2 minutes. Beat in eggs, one at a time. At low speed, beat in flour mixture in 3 additions alternately with buttermilk mixture. Fold in chopped pecans. Pour into tube pan. Arrange pecan halves on top. Cover loosely with foil.