In another bowl, cream the butter with the oil, brown sugar, and vanilla with an electric mixer. Add the eggs, one at a time, beating until smooth. At low speed, add the dry ingredients alternately with the yogurt mixture. With a spatula, stir in the walnuts and prunes.