In a large mixing bowl, beat the butter, sugar, egg, yogurt and vanilla extract till well mixed. Slowly fold in the flour, cocoa powder and baking powder, and mix well. Now gently mix in the chocolate chips and chopped pecans.
Pour the batter into a greased 8? square baking pan, top with whole candied pecans and bake for 20-25 minutes till cooked through.