Mix all cookie ingredients together with an electric mixer. You can separate the dry and wet ingredients, if you wish.
Drop heaping tablespoons onto a greased cookie sheet, and bake in a 350 F oven for about 17 minutes, until lightly browned. Let cool completely before icing.
In a small bowl, combine all icing ingredients and blend until smooth. Drizzle over cookies, when cookies are completely cool.