Wash potatoes. Cook in boiling water to cover 20 to 25 minutes or until tender; drain and cool slightly. Dice potatoes, and place in a medium bowl.
Combine radish and remaining ingredients in a small bowl, stirring well.
Spoon sour cream mixture over potato, and toss gently. Cover and chill thoroughly.