Preheat oven to 400° F. Place the potatoes directly on oven rack and bake until tender, about 1 hour. While they are baking, fold together the sour cream, horseradish, chives, salt, and pepper in a small bowl. Halve the baked potatoes and top with the sour cream mixture.
