In a mixing bowl, combine the first five ingredients. In another bowl, combine water, oil, vinegar and vanilla; add to dry ingredients and mix just until blended. Pour into a greased 8" square baking pan.
Bake at 375 degrees F for 30-35 minutes or until a toothpick inserted near the center comes out clean. Cool slightly before cutting.