Hold the picket in place on the fence and use your impact driver to screw it in. If you are replacing a few pickets in a row, consider using a spirit level and timber clamps to keep them straight and evenly spaced. If you want your replacement picket to sit slightly off the base of the fence, keep it steady by chocking it up before you screw it in.